Celebrating young Coolest Projects creators at a London museum

Each year, young people all over the world share and celebrate their amazing tech creations by taking part in Coolest Projects, our digital technology showcase. Our global online showcase and local in-person events give kids a wonderful opportunity to celebrate their creativity with their communities, explore other young creators’ tech projects, and gain inspiration and encouragement for their future projects.

Coolest Projects exhibit at the Young V&A in London.
The Coolest Projects exhibit at the Young V&A in London.

Now, visitors to the Young V&A museum in London can also be inspired by some of the incredible creations showcased at Coolest Projects. The museum has recently reopened after a large reimagining, and some of the inspiring projects by Coolest Projects 2022 participants are now on display in the Design Gallery, ready to spark digital creativity among more young people.

Projects to solve problems

Many Coolest Projects participants showcase projects that they created to make an impact and solve a real-world problem that’s important to them, for example to help members of their local community, or to protect the environment.

A Coolest Projects entry at the Young V&A in London.
At Coolest Projects, Donal (age 9) showcased his creation to send notifications about coronavirus test results via email.

One example on display in the Young V&A gallery is EleVoc, by 15-year-old Chinmayi from India. Chinmayi was inspired to create her project after she and her family faced a frightening encounter:

“My family and I are involved in wildlife conservation. One time we were charged by elephants even though we were only passing by in a Jeep. This was my first introduction to human–animal conflict, and I wanted to find a way to solve it!” – Chinmayi

The experience prompted Chinmayi to create EleVoc, an early-warning device designed to reduce human–elephant conflict by detecting and classifying different elephant sounds and alerting nearby villages to the elephants’ proximity and behaviour.

Also exhibited at the Young V&A is the hardware project Gas Leak Detector by Sashrika, aged 11, from the USA. Gas Leak Detector is a device that detects if a fuel tank for a diesel-powered heating system is leaking and notifies householders through an app in a matter of second.

What is the impact of attending a Code Club or CoderDojo?

We support two networks of coding clubs where young people around the world discover the countless possibilities of creating with digital technologies.

Three learners working at laptops.
Young people in a CoderDojo in India.
  • Code Club is a global network of after-school coding clubs for learners aged 9 to 13, where educators and other volunteers help young people learn about coding and digital making
  • CoderDojo is a worldwide network of free, open, and community-based programming clubs for young people aged 7 to 17, where they get the opportunity to learn how to create fantastic new things with technology

Every year, we send out a survey to volunteers at all the clubs we support. Today we share some highlights from the findings and what we’re planning next.

An educator teaches students to create with technology.
A Code Club session in the USA.

Why do we do an annual survey for clubs?

The simple answer is: to help make clubs even better for everyone involved! Educators and volunteers are doing a remarkable job in helping young people learn about computing and coding, so we want to know more about them, about how they run their clubs, and what impact the club sessions have for young people.

A group of children and an adult have fun using Raspberry Pi hardware.
A CoderDojo session in the UK.

By knowing more about clubs — how frequently club leaders run them, what resources they use, what they would like more of — we can continue to improve the learning experience for educators, volunteers, and young people involved in our clubs.

This year in March we sent out our survey to all Code Clubs and CoderDojos around the world, and we heard back from almost 500. As always, the results were very positive, and they also gave us a lot of useful information on how we can continue to improve our support for clubs all over the world.

Who is involved in clubs?

Based on the survey, we estimate that at the time, the network of over 4200 Code Clubs and 700 CoderDojos was reaching almost 139,000 young people globally. The global community of clubs has continued to grow since then, with a now even larger network of volunteers supporting ever more young people.

Three learners laughing at a laptop in a Code Club.
Participants in a Code Club in the UK.

According to the survey, the majority of young people attending clubs are aged between 8 and 13, but clubs host young people as young as 6 and as old as 18. It was great to hear about the participation of girls, and we’d love to see this rise even higher: respondents told us that 42% of their Code Club attendees and 30% of their CoderDojo attendees are female.

Respondents feel that attending club sessions improves young peoples’ interest and engagement in computing and programming, and increases their understanding of the usefulness of computing.

None of these young people would be able to attend clubs without the great work of teams of educators and volunteers. Based on the survey, we estimate that at the time of the survey, there were over 10,300 Code Club leaders and almost 4000 CoderDojo champions around the world. Many survey respondents said that they were motivated to start volunteering after attending a club themselves.

Students in a Code Club run by CSEd Botswana.
A Code Club session in Botswana.

Community is at the heart of clubs and the clubs networks: over 80% of respondents said that belonging to a global community of clubs helps motivates them to volunteer at their own club.

What is the impact of clubs?

Clubs focus on a wide range of topics and programming languages. Scratch is overwhelmingly popular, with over 95% of respondents telling us that they used Scratch in club sessions in the previous year. Micro:bit projects and Python-based programming were also very popular. Club leaders told us that in future they would like to offer more activities around AI applications, as well as around games and mobile apps. 

A bar chart.

Club leaders told us that being part of a Code Club or CoderDojo affects young people positively. Respondents feel that attending club sessions improves young peoples’ skills and interest in computing and programming, and increases their understanding of the usefulness of computing. Almost 90% of club leaders also agree that after attending a club, young people are interested in additional experiences of learning about computing and programming.

Attending also positively affects young people’s wider skills and attitudes, with club leaders stating that young people who attend improve their personal confidence, independence in learning, and creative thinking. 

Young people who attend improve their personal confidence, independence in learning, and creative thinking.

We were pleased to find out that most Code Club leaders, who run their sessions in schools, think that their clubs increase the visibility of computing within their school. Many also said that the attendees’ parents and guardians value their clubs as opportunities for their children.

What’s next?

We want to keep providing clubs with support to increase their positive impact on young people. Thanks to the survey results, we know to focus our work on providing training opportunities for club volunteers, as well as supporting club leaders to recruit volunteers and advertise their clubs to more young people.

You can read the survey report to dive deeper into our findings.

As we take an impact-focused approach to our work, we are currently partnering with Durham University on an evaluation of Code Clubs in UK schools. The evaluation will provide further insights for how we can best support people around the world to run clubs that provide welcoming spaces where all kids can learn to create with digital technologies.

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AI isn’t just robots: How to talk to young children about AI

Young children have a unique perspective on the world they live in. They often seem oblivious to what’s going on around them, but then they will ask a question that makes you realise they did get some insight from a news story or a conversation they overheard. This happened to me with a class of ten-year-olds when one boy asked, with complete sincerity and curiosity, “And is that when the zombie apocalypse happened?” He had unknowingly conflated the Great Plague with television depictions of zombies taking over the world.

Child with tablet.
Photo by Patricia Prudente.

How to talk to young people about AI

Absorbing media and assimilating it into your existing knowledge is a challenge, and this is a concern when the media is full of big, scary headlines about artificial intelligence (AI) taking over the world, stealing jobs, and being sentient. As teachers and parents, you don’t need to know all the details about AI to answer young people’s questions, but you can avoid accidentally introducing alternate conceptions. This article offers some top tips to help you point those inquisitive minds in the right direction.

Child with tablet.
Photo by Kelly Sikkema.

AI is not a person

Technology companies like to anthropomorphise their products and give them friendly names. Why? Because it makes their products seem more endearing and less scary, and makes you more likely to include them in your lives. However, when you think of AI as a human with a name who needs you to say ‘please’ or is ‘there to help you’, you start to make presumptions about how it works, what it ‘knows’, and its morality. This changes what we ask, how much we trust an AI device’s responses, and how we behave when using the device. The device, though, does not ‘see’ or ‘know’ anything; instead, it uses lots of data to make predictions. Think of word association: if I say “bread”, I predict that a lot of people in the UK will think “butter”. Here, I’ve used the data I’ve collected from years of living in this country to predict a reasonable answer. This is all AI devices are doing. 

Child with phone.
Photo by bruce mars.

[AI] does not ‘see’ or ‘know’ anything; instead, it uses lots of data to make predictions.

When talking to young children about AI, try to avoid using pronouns such as ‘she’ or ‘he’. Where possible, avoid giving devices human names, and instead call them “computer”, to reinforce the idea that humans and computers are very different. Let’s imagine that a child in your class says, “Alexa told me a joke at the weekend — she’s funny!” You could respond, “I love using computers to find new jokes! What was it?” This is just a micro-conversation, but with it, you are helping to surreptitiously challenge the child’s perception of Alexa and the role of AI in it.

Where possible, avoid giving devices human names, and instead call them ‘computer’, to reinforce the idea that humans and computers are very different.

Another good approach is to remember to keep your emotions separate from computers, so as not to give them human-like characteristics: don’t say that the computer ‘hates’ you, or is ‘deliberately ignoring’ you, and remember that it’s only ‘helpful’ because it was told to be. Language is important, and we need to continually practise avoiding anthropomorphism.

AI isn’t just robots (actually, it rarely is)

The media plays a huge role in what we imagine when we talk about AI. For the media, the challenge is how to make lines of code and data inside a computer look exciting and recognisable to their audiences. The answer? Robots! When learners hear about AI taking over the world, it’s easy for them to imagine robots like those you’d find in a Marvel movie. Yet the majority of AI exists within systems they’re already aware of and are using — you might just need to help draw their attention to it.

Even better than just calling out uses of AI: try to have conversations about when things go wrong and AI systems suggest silly options.

For example, when using a word processor, you can highlight to learners that the software sometimes predicts what word you want to type next, and that this is an example of the computer using AI. When learners are using streaming services for music or TV and the service predicts something that they might want to watch or listen to next, point out that this is using AI technology. When they see their parents planning a route using a satnav, explain that the satnav system uses data and AI to plan the best route.

Even better than just calling out uses of AI: try to have conversations about when things go wrong and AI systems suggest silly options. This is a great way to build young people’s critical thinking around the use of computers. AI systems don’t always know best, because they’re just making predictions, and predictions can always be wrong.

AI complements humans

There’s a delicate balance between acknowledging the limitations of AI and portraying it as a problematic tool that we shouldn’t use. AI offers us great opportunities to improve the way we work, to get us started on a creative project, or to complete mundane tasks. However, it is just a tool, and tools complement the range of skills that humans already have. For example, if you gave an AI chatbot app the prompt, ‘Write a setting description using these four phrases: dark, scary, forest, fairy tale’, the first output from the app probably wouldn’t make much sense. As a human, though, you’d probably have to do far less work to edit the output than if you had had to write the setting description from scratch. Now, say you had the perfect example of a setting description, but you wanted 29 more examples, a different version for each learner in your class. This is where AI can help: completing a repetitive task and saving time for humans. 

Child with phone.
Photo by zhenzhong liu.

To help children understand how AI and humans complement each other, ask them the question, ‘What can’t a computer do?’ Answers that I have received before include, ‘Give me a hug’, ‘Make me laugh’, and ‘Paint a picture’, and these are all true. Can Alexa tell you a joke that makes you laugh? Yes — but a human created that joke. The computer is just the way in which it is being shared. Even with AI ‘creating’ new artwork, it is really only using data from something that someone else created. Humans are required. 

Overall, we must remember that young children are part of a world that uses AI, and that it is likely to be ever more present in the future. We need to ensure that they know how to use AI responsibly, by minimising their alternate conceptions. With our youngest learners, this means taking care with the language you choose and the examples you use, and explaining AI’s role as a tool.

To help children understand how AI and humans complement each other, ask them the question, ‘What can’t a computer do?’

These simple approaches are the first steps to empowering children to go on to harness this technology. They also pave the way for you to simply introduce the core concepts of AI in later computing lessons without first having to untangle a web of alternate conceptions.


This article also appears in issue 22 of Hello World, which is all about teaching and AI. Download your free PDF copy now.

If you’re an educator, you can use our free Experience AI Lessons to teach your learners the basics of how AI works, whatever your subject area.

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Impressions from Coolest Projects South Africa 2023

The day after the successful meetup with our Global Clubs Partner organisations based in Africa, our team and some of our partners enjoyed participating in the Coolest Projects South Africa 2023 event to meet young tech creators and help out as project judges. Here are some of our impressions.

Our team and partners at Coolest Projects South Africa 2023.

A day of Coolest Projects

This is the fourth year of a partner-run, regional version of Coolest Projects — our world-leading showcase for young tech creators — taking place in South Africa, led by David Campey. David is Director of Coder LevelUp, one of our Global Clubs Partners growing and supporting a network of CoderDojos and Code Clubs in the country, and involved in the CoderDojo movement for a whole decade.

A waterbottle with a Coolest Projects South Africa sticker.

There was a buzz of anticipation and excitement at the Cape Town Science Centre as young coders from age 5 to 18 and various backgrounds gathered on this sunny Saturday morning to showcase their coding creations and inventions at Coolest Projects South Africa. From fun games and animations on Scratch, to cool websites created with HTML and CSS, to fantastic Python-based hardware solutions to real-world challenges — every young creator brought along a project they’d created to proudly showcase and celebrate.

Luhle’s language-inspired coding project

While chatting with the creators and discovering what had motivated their projects, we met up with 11-year-old Luhle, who was delighted to take us through the ‘Moon conversation’ animation she had coded in Scratch.

A young tech creator with her Scratch project at Coolest Projects South Africa 2023.
11-year-old Luhle proudly showcases her ‘Moon conversation’ Scratch animation at the Coolest Projects South Africa 2023 event.

The animation involved a Spanish conversation between two people who journeyed to the moon and back. Luhle had created her animation because of her love for languages and in response to a challenge posed to her class by her teacher: to learn 5 languages. While her mother tongue is isiXhosa, she is confident in English, is learning Afrikaans, has started teaching herself Spanish, and would love to learn Korean.

Kayden’s innovative hardware creation

We also met with 16-year-old Kayden, who showcased a project he’d made to address a real-world challenge. He told us he had always struggled to concentrate in class — a challenge that many young people face — and he wanted to build an alternative solution to the established medications. Using vibration sensors and two microcontrollers, he created a digital device to prompt users when they are no longer paying attention in class. With his friend Carl, he successfully tested the device on a meaningful sample of Grade 1–3 learners (ages 7–9).

A young tech creator with his hardware project at Coolest Projects South Africa 2023.
16-year-old Kayden listens intently as one of the Coolest Projects judges, Akwabi Paul from Kenya, commends his invention and advises him on next steps. Listening in are two other judges, Solomon from The Gambia and Sylvester from Malawi.

Kayden is now developing this low-cost innovative solution to include a heart rate monitor to help to detect when a user loses focus, and he wants this to be a solution that’s widely accessible and affordable for all South African children. One of the judges, our partner Akwabi Paul from Tech Kidz Africa in Kenya, was greatly impressed and motivated by Kayden’s work, and took time to advise Kayden on the next steps to turn his invention into a commercial product.

The coding club at CBC St Johns Parklands

During the event we also met members of Mrs Hill’s coding club and learnt about Mrs Hill’s experience of nurturing a love and interest for coding and robotics at CBC St Johns Parklands in Cape Town.

Since 2020, Mrs Hills has been providing coding lessons to all school classes — learners aged 6 to 12 years — as well as an after-school coding and robotics club. She approaches her lessons by introducing and demonstrating coding skills and then presenting her learners with a problem to solve collaboratively. In her words, ‘Learners find more interest in learning practically.’

That’s why Coolest Projects is the perfect fit for her and her young people. 4 of her club members took part in Coolest Projects South Africa 2022. This year, she was proud to enter 11 participants, 3 of whom were chosen as judges’ favourites.

Here’s to the young creators and more Coolest Projects events

After the showcasing and judging, the Coolest Projects South Africa event culminated in a hearty celebration of all that the young tech creators had presented. David Campey’s passion for nurturing coding literacy, digital making skills, and innovative thinking among learners from different walks of life made the whole day a truly enjoyable, inclusive event for the young creators.

Coolest Projects logo.

It was inspiring, no doubt, for our other African partners who participated as judges and are now keen to host Coolest Projects events back in their home countries.  

Get involved in Coolest Projects

If you and your young people based anywhere on the globe feel inspired to showcase digital tech creations, you can get involved in our Coolest Projects 2024 online showcase! It’s free and open to any young tech creator up to age 18.

Sign up to the Coolest Projects newsletter to be the first to hear all updates, for example when showcase registration opens on 14 February.

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Culturally relevant Computing: Experiences of primary learners

Today’s blog is written by Dr Alex Hadwen-Bennett, who we worked with to find out primary school learners’ experiences of engaging with culturally relevant Computing lessons. Alex is a Lecturer in Computing Education at King’s College London, where he undertakes research focusing on inclusive computing education and the pedagogy of making.

Despite many efforts to make a career in Computing more accessible, many groups of people are still underrepresented in the field. For instance, a 2022 report revealed that only 22% of people currently working in the IT industry in the UK are women. Additionally, among learners who study Computing at schools in England, Black Caribbean students are currently one of the most underrepresented groups. One approach that has been suggested to address this underrepresentation at school is culturally relevant pedagogy.

In a computing classroom, a girl laughs at what she sees on the screen.

For this reason, a particular focus of the Raspberry Pi Foundation’s academic research programme is to support Computing teachers in the use of culturally relevant pedagogy. This pedagogy involves developing learning experiences that deliberately aim to enable all learners to engage with and succeed in Computing, including by bringing their culture and interests into the classroom.

The Foundation’s work in this area started with the development of guidelines for culturally relevant and responsive teaching together with a group of teachers and external researchers. The Foundation’s researchers then explored how a group of Computing teachers employed the guidelines in their own teaching. In a follow-on study funded by Cognizant, the team worked with 13 primary school teachers in England to adapt Computing lessons to make them culturally relevant for their learners. In this process, the teachers adapted a unit on photo editing for Year 4 (ages 8–9), and a unit about vector graphics for Year 5 (ages 9–10). As part of the project, I worked with the Foundation team to analyse and report on data gathered from focus groups of primary learners who had engaged with the adapted units.

At the beginning of this study, teachers adapted two units of work that cover digital literacy skills

Conducting the focus groups

For the focus groups, the Foundation team asked teachers from three schools to each choose four learners to take part. All children in the three focus groups had taken part in all the lessons involving the culturally adapted resources. The children were both boys and girls, and came from diverse cultural backgrounds where possible.

The questions for the focus groups were prepared in advance and covered:

  • Perceptions of Computing as a subject
  • Reflections of their experiences of the engaging with culturally adapted resources
  • Perceptions of who does Computing

Outcomes from the focus groups

“I feel happy that I see myself represented in some way.”

“It was nice to do something that actually represented you in many different ways, like your culture and your background.”

– Statements of learners who participated in the focus groups

When the learners were asked about what they did in their Computing lessons, most of them made references to working with and manipulating graphics; fewer made references to programming and algorithms. This emphasis on graphics is likely related to this being the most recent topic the learners engaged with. The learners were also asked about their reflections on the culturally adapted graphics unit that they had recently completed. Many of them felt that the unit gave them the freedom to incorporate things that related to their interests or culture. The learners’ responses also suggested that they felt represented in the work they completed during the unit. Most of them indicated that their interests were acknowledged, whereas fewer mentioned that they felt their cultural backgrounds were highlighted.

“Anyone can be good at computing if they have the passion to do it.”

– Statement by a learner who participated in a focus group

When considering who does computing, the learners made multiple references to people who keep trying or do not give up. Whereas only a couple of learners said that computer scientists need to be clever or intelligent to do computing. A couple of learners suggested that they believed that anyone can do computing. It is encouraging that the learners seemed to associate being good at computing with effort rather than with ability. However, it is unclear whether this is associated with the learners engaging with the culturally adapted resources.

Reflections and next steps

While this was a small-scale study, the focus groups findings do suggest that engaging with culturally adapted resources can make primary learners feel more represented in their Computing lessons. In particular, engaging with an adapted unit led learners to feel that their interests were recognised as well as, to a lesser extent, their cultural backgrounds. This suggests that primary-aged learners may identify their practical interests as the most important part of their background, and want to share this in class.

Two children code on laptops while an adult supports them.

Finally, the responses of the learners suggest that they feel that perseverance is a more important quality than intelligence for success in computing and that anyone can do it. While it is not possible to say whether this is directly related to their engagement with a culturally adapted unit, it would be an interesting area for further research.

More information and resources

You can find out more about culturally relevant pedagogy and the Foundation’s research on it, for example by:

The Foundation would like to extend thanks to Cognizant for funding this research, and to the primary computing teachers and learners who participated in the project. 

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Engaging primary Computing teachers in culturally relevant pedagogy through professional development

Underrepresentation in computing is a widely known issue, in industry and in education. To cite some statistics from the UK: a Black British Voices report from August 2023 noted that 95% of respondents believe the UK curriculum neglects black lives and experiences; fewer students from working class backgrounds study GCSE Computer Science; when they leave formal education, fewer female, BAME, and white working class people are employed in the field of computer science (Kemp 2021); only 21% of GCSE Computer Science students, 15% at A level, and 22% at undergraduate level are female (JCQ 2020, Ofqual 2020, UCAS 2020); students with additional needs are also underrepresented.

In a computing classroom, two girls concentrate on their programming task.

Such statistics have been the status quo for too long. Many Computing teachers already endeavour to bring about positive change where they can and engage learners by including their interests in the lessons they deliver, so how can we support them to do this more effectively? Extending the reach of computing so that it is accessible to all also means that we need to consider what formal and informal values predominate in the field of computing. What is the ‘hidden’ curriculum in computing that might be excluding some learners? Who is and who isn’t represented?

Katharine Childs.
Katharine Childs (Raspberry Pi Foundation)

In a recent research seminar, Katharine Childs from our team outlined a research project we conducted, which included a professional development workshop to increase primary teachers’ awareness of and confidence in culturally relevant pedagogy. In the workshop, teachers considered how to effectively adapt curriculum materials to make them culturally relevant and engaging for the learners in their classrooms. Katharine described the practical steps teachers took to adapt two graphics-related units, and invited seminar participants to apply their learning to a graphics activity themselves.

What is culturally relevant pedagogy?

Culturally relevant pedagogy is a teaching framework which values students’ identities, backgrounds, knowledge, and ways of learning. By drawing on students’ own interests, experiences and cultural knowledge educators can increase the likelihood that the curriculum they deliver is more relevant, engaging and accessible to all.

The idea of culturally relevant pedagogy was first introduced in the US in the 1990s by African-American academic Gloria Ladson-Billings (Ladson-Billings 1995). Its aim was threefold: to raise students’ academic achievement, to develop students’ cultural competence and to promote students’ critical consciousness. The idea of culturally responsive teaching was later advanced by Geneva Gay (2000) and more recently  brought into focus in US computer science education by Kimberly Scott and colleagues (2015). The approach has been localised for England by Hayley Leonard and Sue Sentance (2021) in work they undertook here at the Foundation.

Ten areas of opportunity

Katharine began her presentation by explaining that the professional development workshop in the Primary culturally adapted resources for computing project built on two of our previous research projects to develop guidelines for culturally relevant and responsive computing and understand how teachers used them in practice. This third project ran as a pilot study funded by Cognizant, starting in Autumn 2022 with a one-day, in-person workshop for 13 primary computing teachers

The research structure was a workshop followed by research adaption, then delivery of resources, and evaluation through a parent survey, teacher interviews, and student focus groups.

Katharine then introduced us to the 10 areas of opportunity (AO) our research at the Raspberry Pi Computing Education Research Centre had identified for culturally relevant pedagogy. These 10 areas were used as practical prompts to frame the workshop discussions:

  1. Find out about learners
  2. Find out about ourselves as teachers
  3. Review the content
  4. Review the context
  5. Make the learning accessible to all
  6. Provide opportunities for open-ended and problem solving activities
  7. Promote collaboration and structured group discussion
  8. Promote student agency through choice
  9. Review the learning environment
  10. Review related policies, processes, and training in your school and department

At first glance it is easy to think that you do most of those things already, or to disregard some items as irrelevant to the computing curriculum. What would your own cultural identity (see AO2) have to do with computing, you might wonder. But taking a less complacent perspective might lead you to consider all the different facets that make up your identity and then to think about the same for the students you teach. You may discover that there are many areas which you have left untapped in your lesson planning.

Two young people learning together at a laptop.

Katharine explained how this is where the professional development workshop showed itself as beneficial for the participants. It gave teachers the opportunity to reflect on how their cultural identity impacted on their teaching practices — as a starting point to learning more about other aspects of the culturally relevant pedagogy approach.

Our researchers were interested in how they could work alongside teachers to adapt two computing units to make them more culturally relevant for teachers’ specific contexts. They used the Computing Curriculum units on Photo Editing (Year 4) and Vector Graphics (Year 5).

A slide about adapting an emoji teaching activity to make it culturally relevant.

Katharine illustrated some of the adaptations teachers and researchers working together had made to the emoji activity above, and which areas of opportunity (AO) had been addressed; this aspect of the research will be reported in later publications.

Results after the workshop

Although the numbers of participants in this pilot study was small, the findings show that the professional development workshop significantly increased teachers’ awareness of culturally relevant pedagogy and their confidence in adapting resources to take account of local contexts:

  • After the workshop, 10/13 teachers felt more confident to adapt resources to be culturally relevant for their own contexts, and 8/13 felt more confident in adapting resources for others.
  • Before the workshop, 5/13 teachers strongly agreed that it was an important part of being a computing teacher to examine one’s own attitudes and beliefs about race, gender, disabilities, sexual orientation. After the workshop, the number in agreement rose to 12/13.
  • After the workshop, 13/13 strongly agreed that part of a computing teacher’s responsibility is to challenge teaching practices which maintain social inequities (compared to 7/13 previously).
  • Before the workshop, 4/13 teachers strongly agreed that it is important to allow student choice when designing computing activities; this increased to 9/13 after the workshop.

These quantitative shifts in perspective indicate a positive effect of the professional development pilot. 

Katharine described that in our qualitative interviews with the participating teachers, they expressed feeling that their understanding of culturally relevant pedagogy had increased and they recognized the many benefits to learners of the approach. They valued the opportunity to discuss their contexts and to adapt materials they currently used with other teachers, because it made it a more ‘authentic’ and practical professional development experience.

The seminar ended with breakout sessions inviting viewers to consider possible adaptations that could be made to the graphics activities which had been the focus of the workshop.

In the breakout sessions, attendees also discussed specific examples of culturally relevant teaching practices that had been successful in their own classrooms, and they considered how schools and computing educational initiatives could support teachers in their efforts to integrate culturally relevant pedagogy into their practice. Some attendees observed that it was not always possible to change schemes of work without a ‘whole-school’ approach, senior leadership team support, and commitment to a research-based professional development programme.

Where do you see opportunities for your teaching?

The seminar reminds us that the education system is not culture neutral and that teachers generally transmit the dominant culture (which may be very different from their students’) in their settings (Vrieler et al, 2022). Culturally relevant pedagogy is an attempt to address the inequities and biases that exist, which result in many students feeling marginalised, disenfranchised, or underachieving. It urges us to incorporate learners’ cultures and experiences in our endeavours  to create a more inclusive computing curriculum; to adopt an intersectional lens so that all can thrive.

Secondary school age learners in a computing classroom.

As a pilot study, the workshop was offered to a small cohort of 13, yet the findings show that the intervention significantly increased participants’ awareness of culturally relevant pedagogy and their confidence in adapting resources to take account of local contexts.

Of course there are many ways in which teachers already adapt resources to make them interesting and accessible to their pupils. Further examples of the sort of adaptations you might make using these areas of opportunity include:

  • AO1: You could find out to what extent learners feel like they ‘belong’ or are included in a particular computing-related career. This is sure to yield valuable insights into learners’ knowledge and/or preconceptions of computing-related careers. 
  • AO3: You could introduce topics such as the ethics of AI, data bias, investigations of accessibility and user interface design. 
  • AO4: You might change the context of a unit of work on the use of conditional statements in programming, from creating a quiz about ‘Vikings’ to focus on, for example, aspects of youth culture which are more engaging to some learners such as football or computer games, or to focus on religious celebrations, which may be more meaningful to others.
  • AO5: You could experiment with a particular pedagogical approach to maximise the accessibility of a unit of work. For example, you could structure a programming unit by using the PRIMM model, or follow the Universal Design for Learning framework to differentiate for diversity.
  • AO6/7: You could offer more open-ended and collaborative activities once in a while, to promote engagement and to allow learners to express themselves autonomously.
  • AO8: By allowing learners to choose topics which are relevant or familiar to their individual contexts and identities, you can increase their feeling of agency. 
  • AO9: You could review both your learning materials and your classroom to ensure that all your students are fully represented.
  • AO10: You can bring colleagues on board too; the whole enterprise of embedding culturally relevant pedagogy will be more successful when school- as well as department-level policies are reviewed and prioritised.

Can you see an opportunity for integrating culturally relevant pedagogy in your classroom? We would love to hear about examples of culturally relevant teaching practices that you have found successful. Let us know your thoughts or questions in the comments below.

You can watch Katharine’s seminar here:

Creating connections at our 2023 Africa partner meetup

We partner with organisations around the world to bring coding activities to young people in their regions through Code Club and CoderDojo. Currently involving 54 organisations in 43 countries, this Global Clubs Partner network shares our passion for educating kids to create with technology.

Global Clubs Partners in Africa.

We work to connect our Global Clubs Partners to foster a sense of community and encourage collaboration. As part of this, we run in-person meetups to allow our partners to get to know each other better, and to help us understand how we can best support them, and what we can learn from them. Previously held in Penang, Malaysia, and Almere, the Netherlands, our latest meetup took place in Cape Town, South Africa.

Connecting through stories and experiences

Although we’ve seen some surprising points of commonality among all Global Clubs Partners, we also know that our partners find it helpful to connect with organisations based in their region. For the Cape Town meetup, we invited partner organisations from across Africa, hoping to bring together as many people as possible.

Global Clubs Partners in Africa.

Our aim was to give our partners the opportunity to share their work and identify and discuss common questions and issues. We also wanted to mitigate some of the challenges of working internationally, such as time constraints, time zones, and internet connectivity, so that everyone could focus on connecting with each other.

Global Clubs Partners in Africa.

The meetup agenda included time for each Global Clubs Partner organisation to present their work and future plans, as well as time for discussions on growing and sustaining club volunteer and mentor communities, strategy for 2024, and sharing resources. 

“If the only thing rural communities have is problems, why are people still living there? … Rural communities have gifts, have skills, they have history that is wasting away right now; nobody is capturing it. They have wisdom and assets.”

Damilola Fasoranti from Prikkle Academy, Nigeria, talking about not making assumptions about rural communities and how this shapes the work his organisation does

A group dinner after the meetup enabled more informal networking. The next day, everyone had the chance to get inspired at Coolest Projects South Africa, a regional Coolest Projects event for young tech creators organised by partner organisation Coder LevelUp.

Global Clubs Partners in Africa.

The meetup gave the Global Clubs Partners time to talk to each other about their work and experiences and understand one another better. It was also very beneficial for our team: we learned more about how we can best support partners to work in their communities, whether through new resources, information about funding applications, or best practice in overcoming challenges.

Building bridges

After attending a previous meetup, two of our partner organisations had decided to create an agreement for future partnership. We were delighted to learn about this collaboration, and to witness the signing of the agreement at this meetup.

Global Clubs Partners in Africa.

By continuing to bring our partner network together, we hope to foster more cross-organisation partnerships like this around the world that will strengthen the global movement for democratising computing education.

Could your organisation become a Global Clubs Partner?

You can find out how your organisation could join our Global Clubs Partner network on the CoderDojo and Code Club websites, or contact us directly with your questions or ideas about a partnership.

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Experience AI: Making AI relevant and accessible

Google DeepMind’s Aimee Welch discusses our partnership on the Experience AI learning programme and why equal access to AI education is key. This article also appears in issue 22 of Hello World on teaching and AI.

From AI chatbots to self-driving cars, artificial intelligence (AI) is here and rapidly transforming our world. It holds the potential to solve some of the biggest challenges humanity faces today — but it also has many serious risks and inherent challenges, like reinforcing existing patterns of bias or “hallucinating”, a term that describes AI making up false outputs that do not reflect real events or data.

A teenager learning computer science.
Young people need the knowledge and skills to navigate and shape AI.

Teachers want to build young people’s AI literacy

As AI becomes an integral part of our daily lives, it’s essential that younger generations gain the knowledge and skills to navigate and shape this technology. Young people who have a foundational understanding of AI are able to make more informed decisions about using AI applications in their daily lives, helping ensure safe and responsible use of the technology. This has been recognised for example by the UK government’s AI Council, whose AI Roadmap sets out the goal of ensuring that every child in the UK leaves school with a basic sense of how AI works.

Learner in a computing classroom.
Every young person should have access to learning AI literacy.

But while AI literacy is a key skill in this new era, not every young person currently has access to sufficient AI education and resources. In a recent survey by the EdWeek Research Center in the USA, only one in 10 teachers said they knew enough about AI to teach its basics, and very few reported receiving any professional development related to the topic. Similarly, our work with the Raspberry Pi Computing Education Research Centre has suggested that UK-based teachers are eager to understand more about AI and how to engage their students in the topic.

Bringing AI education into classrooms

Ensuring broad access to AI education is also important to improve diversity in the field of AI to ensure safe and responsible development of the technology. There are currently stark disparities in the field and these start already early on, with school-level barriers contributing to underrepresentation of certain groups of people. By increasing diversity in AI, we bring diverse values, hopes, and concerns into the design and deployment of the technology — something that’s critical for AI to benefit everyone.

Kenyan children work on a physical computing project.
Bringing diverse values into AI is critical.

By focusing on AI education from a young age, there is an opportunity to break down some of these long-standing barriers. That’s why we partnered with the Raspberry Pi Foundation to co-create Experience AI, a new learning programme with free lesson plans, slide decks, worksheets and videos, to address gaps in AI education and support teachers in engaging and inspiring young people in the subject.

The programme aims to help young people aged 11–14 take their first steps in understanding the technology, making it relevant to diverse learners, and encouraging future careers in the field. All Experience AI resources are freely available to every school across the UK and beyond.

A woman teacher helps a young person with a coding project.
The Experience AI resources are free for every school.

The partnership is built on a shared vision to make AI education more inclusive and accessible. Bringing together the Foundation’s expertise in computing education and our cutting-edge technical knowledge and industry insights has allowed us to create a holistic learning experience that connects theoretical concepts and practical applications.

Experience AI: Informed by AI experts

A group of 15 research scientists and engineers at Google DeepMind contributed to the development of the lessons. From drafting definitions for key concepts, to brainstorming interesting research areas to highlight, and even featuring in the videos included in the lessons, the group played a key role in shaping the programme in close collaboration with the Foundation’s educators and education researchers.

Interview for Experience AI at Google DeepMind.
Interviews with AI scientists and engineers at Google DeepMind are part of Experience AI.

To bring AI concepts to life, the lessons include interactive activities as well as real-life examples, such as a project where Google DeepMind collaborated with ecologists and conservationists to develop machine learning methods to study the behaviour of an entire animal community in the Serengeti National Park and Grumeti Reserve in Tanzania.

Elephants in the Serengeti.
One of the Experience AI lessons focuses on an AI-enabled research project in the Serengeti.

Member of the working group, Google DeepMind Research Scientist Petar Veličković, shares: “AI is a technology that is going to impact us all, and therefore educating young people on how to interact with this technology is likely going to be a core part of school education going forward. The project was eye-opening and humbling for me, as I learned of the challenges associated with making such a complex topic accessible — not only to every pupil, but also to every teacher! Observing the thoughtful approach undertaken by the Raspberry Pi Foundation left me deeply impressed, and I’m taking home many useful ideas that I hope to incorporate in my own AI teaching efforts going forward.”

The lessons have been carefully developed to:

  • Follow a clear learning journey, underpinned by the SEAME framework which guides learners sequentially through key concepts and acts as a progression framework.
  • Build foundational knowledge and provide support for teachers. Focus on teacher training and support is at the core of the programme.
  • Embed ethics and responsibility. Crucially, key concepts in AI ethics and responsibility are woven into each lesson and progressively built on. Students are introduced to concepts like data bias, user-focused approaches, model cards, and how AI can be used for social good. 
  • Ensure cultural relevance and inclusion. Experience AI was designed with diverse learners in mind and includes a variety of activities to enable young people to pick topics that most interest them. 

What teachers say about the Experience AI lessons

To date, we estimate the resources have reached 200,000+ students in the UK and beyond. We’re thrilled to hear from teachers already using the resources about the impact they are having in the classroom, such as Mrs J Green from Waldegrave School in London, who says: “I thought that the lessons covered a really important topic. Giving the pupils an understanding of what AI is and how it works will become increasingly important as it becomes more ubiquitous in all areas of society. The lessons that we trialled took some of the ‘magic’ out of AI and started to give the students an understanding that AI is only as good as the data that is used to build it. It also started some really interesting discussions with the students around areas such as bias.”

An educator points to an image on a student's computer screen.
Experience AI offers support for teachers.

At North Liverpool Academy, teacher Dave Cross tells us: “AI is such a current and relevant topic in society that [these lessons] will enable Key Stage 3 computing students [ages 11–14] to gain a solid foundation in something that will become more prevalent within the curriculum, and wider subjects too as more sectors adopt AI and machine learning as standard. Our Key Stage 3 computing students now feel immensely more knowledgeable about the importance and place that AI has in their wider lives. These lessons and activities are engaging and accessible to students and educators alike, whatever their specialism may be.”

A stronger global AI community

Our hope is that the Experience AI programme instils confidence in both teachers and students, helping to address some of the critical school-level barriers leading to underrepresentation in AI and playing a role in building a stronger, more inclusive AI community where everyone can participate irrespective of their background. 

Children in a Code Club in India.

Today’s young people are tomorrow’s leaders — and as such, educating and inspiring them about AI is valuable for everybody.

Teachers can visit experience-ai.org to download all Experience AI resources for free.

We are now building a network of educational organisations around the world to tailor and translate the Experience AI resources so that more teachers and students can engage with them and learn key AI literacy skills. Find out more.

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Spotlight on teaching programming with and without AI in our 2024 seminar series

How do you best teach programming in school? It’s one of the core questions for primary and secondary computing teachers. That’s why we’re making it the focus of our free online seminars in 2024. You’re invited to attend and hear about the newest research about the teaching and learning of programming, with or without AI tools.

Two smiling adults learn about computing at desktop computers.

Building on the success and the friendly, accessible session format of our previous seminars, this coming year we will delve into the latest trends and innovative approaches to programming education in school.

Secondary school age learners in a computing classroom.

Our online seminars are for everyone interested in computing education

Our monthly online seminars are not only for computing educators but also for everyone else who is passionate about teaching young people to program computers. The seminar participants are a diverse community of teachers, technology enthusiasts, industry professionals, coding club volunteers, and researchers.

Two adults learn about computing at desktop computers.

With the seminars we aim to bridge the gap between the newest research and practical teaching. Whether you are an educator in a traditional classroom setting or a mentor guiding learners in a CoderDojo or Code Club, you will gain insights from leading researchers about how school-age learners engage with programming. 

What to expect from the seminars

Each online seminar begins with an expert presenter delivering their latest research findings in an accessible way. We then move into small groups to encourage discussion and idea exchange. Finally, we come back together for a Q&A session with the presenter.

Here’s what attendees had to say about our previous seminars:

“As a first-time attendee of your seminars, I was impressed by the welcoming atmosphere.”

“[…] several seminars (including this one) provided valuable insights into different approaches to teaching computing and technology.”

“I plan to use what I have learned in the creation of curriculum […] and will pass on what I learned to my team.”

“I enjoyed the fact that there were people from different countries and we had a chance to see what happens elsewhere and how that may be similar and different to what we do here.”

January seminar: AI-generated Parson’s Problems

Computing teachers know that, for some students, learning about the syntax of programming languages is very challenging. Working through Parson’s Problem activities can be a way for students to learn to make sense of the order of lines of code and how syntax is organised. But for teachers it can be hard to precisely diagnose their students’ misunderstandings, which in turn makes it hard to create activities that address these misunderstandings.

A group of students and a teacher at the Coding Academy in Telangana.

At our first 2024 seminar on 9 January, Dr Barbara Ericson and Xinying Hou (University of Michigan) will present a promising new approach to helping teachers solve this difficulty. In one of their studies, they combined Parsons Problems and generative AI to create targeted activities for students based on the errors students had made in previous tasks. Thus they were able to provide personalised activities that directly addressed gaps in the students’ learning.

Sign up now to join our seminars

All our seminars start at 17:00 UK time (18:00 CET / 12:00 noon ET / 9:00 PT) and are held online on Zoom. To ensure you don’t miss out, sign up now to receive calendar invitations, and access links for each seminar on the day.

If you sign up today, we’ll also invite you to our 12 December seminar with Anaclara Gerosa (University of Glasgow) about how to design and structure of computing activities for young learners, the final session in our 2023 series about primary (K-5) computing education.

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Coolest Projects is back in 2024

Big news for young tech creators: Coolest Projects will return in 2024. The world’s leading showcase for young creators of digital tech will be open for registration in the online gallery, and we want young people worldwide to showcase their tech projects.

In 2024, we are hosting the Coolest Projects online showcase and livestream celebration for all young creators around the world, and also in-person events in the UK and Ireland for young creators who live there.

A girl presenting a digital making project

Key dates for Coolest Projects 2024

All young tech creators can take part — for free — in the Coolest Projects online showcase:

  • Registration opens: 14 February 2024
  • Registration closes: 22 May 2024
  • Celebratory livestream with announcement of the judges’ favourite projects: 26 June 2024
A young person using Raspberry Pi hardware and learning resources to do digital making

How does Coolest Projects work?

Coolest Projects is an opportunity for young tech creators to share what they have made with the world. Young people register their tech creations to show them in the Coolest Projects online showcase gallery. Alongside mentors, parents, friends, and family members in their local and global communities, they can explore the gallery and celebrate what they and their peers have made.

Who can take part?

  • Coolest Projects is open to all tech creators up to age 18
  • Tech creators of all experience levels are encouraged to participate
  • Creators can take part individually or in teams of up to five
  • Creators can live in any place in the world
  • Participation is free
A boy participating in Coolest Projects shows off his tech project together with an adult.

What kinds of tech projects can be part of Coolest Projects?

  • All projects are welcome, whether they are beginner, advanced, or something in between
  • Projects can be registered in six categories: Scratch, games, web, mobile apps, hardware, and advanced programming
  • We love to see works in progress, so projects don’t need to be completed to be registered
  • Creators can choose a topic for their project, for example community, environment, health, fun, art, education, or identity
A group of young women present a robot buggy they have built.

What happens after registration?

  • The online gallery is open for young tech creators to explore to see what their peers all over the world have made
  • Judges evaluate projects based on their coolness, complexity, design, usability, and presentation, and give feedback to creators about their projects
  • Judges pick some of their favourite projects to highlight, and every participant gets a unique certificate and some fun digital swag
  • Participants and the whole global Coolest Projects community celebrates young tech creators’ ingenuity on our livestream on 26 June
Four young coders show off their tech project for Coolest Projects.

How can young people get started with their projects?

If your kids want to learn about creating with technology, check out our free guided coding project paths. These paths are designed to support all young people to learn how to make their own tech projects and develop their coding skills. For example:

  • For young people who are completely new to coding, our Introduction to Scratch path is a great place to start
  • If young people would like to create their own website, for example to share information about a cause they care about, they can follow our Intro to web path
  • The Introduction to Unity path is perfect for more experienced creators who are keen to build interactive 3D worlds

Young creators can take a look at the Coolest Projects 2023 online showcase gallery for inspiration if they are not sure what they want to make. You can also watch the story of Zaahra and Eesa, siblings who participated in Coolest Projects 2020.

Coolest Projects in-person events: Ireland and the UK

If you are a young creator in Northern Ireland, the Republic of Ireland, or the UK, then Coolest Projects is also coming to you in person in 2024. Participants will be able to meet other young tech creators, connect to their community, and celebrate each other’s creations. Young people are encouraged to take part in both the Coolest Projects global online showcase and their local in-person event.

Coolest Projects Ireland

  • Registration opens: 31 January 2024
  • Registration closes: 20 March 2024
  • Event day: 13 April 2024
The exhibition hall at Coolest Projects Ireland 2023.
Coolest Projects Ireland 2023

Coolest Projects Ireland will take place at DCU St Patrick’s College Campus, Drumcondra in Dublin. It’s open to young creators in Northern Ireland and the Republic of Ireland, and their families and friends are invited to come along to celebrate them and see all the incredible projects on show. Participants can apply for partial bursaries for the costs of attending the event.

Coolest Projects UK

Very soon we will announce the date and venue for Coolest Projects UK for all young creators in the UK. Sign up for email updates to be the first to hear about it. We will also share full details of each in-person event on the Coolest Projects website when registration opens.

A young person creating a project at a laptop. An adult is sat next to them.

If you live in another country…

If there’s not an in-person Coolest Projects event near you, you can still join in the fun: the Coolest Projects online showcase is open to any young creator aged up to 18, from anywhere in the world. We also work with brilliant partner organisations around the world to bring Coolest Projects events to their countries and communities. Sign up to the Coolest Projects newsletter to be the first to know about any in-person event in your country.

What’s next?

Coolest Projects registration opens soon in 2024, and young creators can start thinking of ideas and working on their projects now. Or if young people have already made something they are really proud of, they can showcase that creation once registration is open.

Coolest Projects logo.

Sign up for email updates to always get the latest news about all things Coolest Projects, from event updates to the fun swag coming for 2024.

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Evolving our online courses to help more people be computing educators

Since launching our free online courses about computing on the edX platform back in August, we’ve been training course facilitators and analysing the needs of educators around the world. We want every course participant to have a great experience learning with us — read on to find out what we’re doing right now and into 2024 to ensure this.

Workshop attendees at a table.

Online courses for all adults who support young people

Educators of all kinds are key for supporting children and young people to engage with computing technology and develop digital skills. You might be a professional teacher, or a parent, volunteer, youth worker, librarian… there are so many roles in which people share knowledge with young learners.

Young people and an adult mentor at a computer at Coolest Projects Ireland 2023.

That’s why our online courses are designed to support any kind of educator to:

  • Understand the full breadth of topics within computing
  • Discover how to introduce computing to young people in clear and exciting ways that are grounded in the latest research

We are constantly improving our online courses based on your feedback, the latest education research, and the insights our team members gain through supporting you on your course learning journeys. Three principles guide these improvements: accessibility, scalability, and sustainability. 

Making our courses more relevant and accessible

Our online courses are used by people who live around the world and bring various knowledge and experiences. Some participants are classroom teachers, others have computing experience from their job and want to volunteer at a kids’ coding club, and some may be parents who want to support their children. It’s important to us that our courses are relevant and accessible to all kinds of adult learners. 

A parent and child work together at a Raspberry Pi computer.

We’re currently working to: 

  • Simplify the English in the courses for participants who speak it as a second language
  • Adapt the course activities for specific settings where participants help young people learn so that e.g. teachers see how the activities work in the classroom, and volunteers who run coding clubs see how they work in club sessions
  • Ensure our course facilitators have experience in a range of different settings including coding clubs, and in a variety of different contexts around the world

Making our courses useful for more groups of people

When we think about the scalability of our courses, we think about how to best support as many educators around the world as possible. If we can make the jobs of all educators easier, whatever their setting is like, then we are making the right choices.

An educator helps two young people at a computer.

We’re currently working to: 

  • Talk with the global network of educators we’re a part of to better understand what works for them so we can reflect that in the courses
  • Include a wider range of examples for settings beyond the classroom in the courses
  • Adapt our courses so they are relevant to participants with various needs while sustaining the high quality of the overall learning experience

Making the learning from our courses sustainable

The educators who take our courses work to achieve amazing things, and this means they are often busy. That they take the time to complete one of our courses to learn new things is a commitment we want to make sure is rewarded. The learning you get from participating in our online courses should continue to benefit you far beyond the time you spend completing it. This is what we mean by sustainability.

Kenyan educators work on a physical computing project.

We’re currently working to: 

  • Lay out clear learning pathways so you can build on the knowledge you gain in one course in the next course
  • Offer course resources that are easy to access after you’ve completed the course
  • Explore ways to build communities around our courses where you can share successes and learning outcomes with your fellow participants

Learn with us, and help us design better courses for you

Our work to improve the accessibility, scalability, and sustainability of our courses will continue into 2024, and these three principles will likely be part of our online training strategy for the following year too. 

If you’d like to support young people in your life to learn about computing and digital technologies, take one of our free courses now and learn something new. We have twenty courses available right now and they are totally free.

We are also looking for adult testers for new course content. So if you’re any kind of educator and would like to test upcoming online course content and share your feedback and experiences, please send us a message with the subject ‘Educator training’. 

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Support for new computing teachers: A tool to find Scratch programming errors

We all know that learning to program, and specifically learning how to debug or fix code, can be frustrating and leave beginners overwhelmed and disheartened. In a recent blog article, our PhD student Lauria at the Raspberry Pi Computing Education Research Centre highlighted the pivotal role that teachers play in shaping students’ attitudes towards debugging. But what about teachers who are coding novices themselves?

Two adults learn about computing at desktop computers.

In many countries, primary school teachers are holistic educators and often find themselves teaching computing despite having little or no experience in the field. In a recent seminar of our series on computing education for primary-aged children, Luisa Greifenstein told attendees that struggling with debugging and negative attitudes towards programming were among the top ten challenges mentioned by teachers.

Luisa Greifenstein.

Luisa is a researcher at the University of Passau, Germany, and has been working closely with both teacher trainees and experienced primary school teachers in Germany. She’s found that giving feedback to students can be difficult for primary school teachers, and especially for teacher trainees, as programming is still new to them. Luisa’s seminar introduced a tool to help.

A unique approach: Visualising debugging with LitterBox

To address this issue, the University of Passau has initiated the primary::programming project. One of its flagship tools, LitterBox, offers a unique solution to debugging and is specifically designed for Scratch, a beginners’ programming language widely used in primary schools.

A screenshot from the LitterBox tool.
You can upload Scratch program files to LitterBox to analyse them. Click to enlarge.

LitterBox serves as a static code debugging tool that transforms code examination into an engaging experience. With a nod to the Scratch cat, the tool visualises the debugging of Scratch code as checking the ‘litterbox’, categorising issues into ‘bugs’ and ‘smells’:

  • Bugs represent code patterns that have gone wrong, such as missing loops or specific blocks
  • Smells indicate that the code couldn’t be processed correctly because of duplications or unnecessary elements
A screenshot from the LitterBox tool.
The code patterns LitterBox recognises. Click to enlarge.

What sets LitterBox apart is that it also rewards correct code by displaying ‘perfumes’. For instance, it will praise correct broadcasting or the use of custom blocks. For every identified problem or achievement, the tool provides short and direct feedback.

A screenshot from the LitterBox tool.
LitterBox also identifies good programming practice. Click to enlarge.

Luisa and her team conducted a study to gauge the effectiveness of LitterBox. In the study, teachers were given fictitious student code with bugs and were asked to first debug the code themselves and then explain in a manner appropriate to a student how to do the debugging.

The results were promising: teachers using LitterBox outperformed a control group with no access to the tool. However, the team also found that not all hints proved equally helpful. When hints lacked direct relevance to the code at hand, teachers found them confusing, which highlighted the importance of refining the tool’s feedback mechanisms.

A bar chart showing that LitterBox helps computing teachers.

Despite its limitations, LitterBox proved helpful in another important aspect of the teachers’ work: coding task creation. Novice students require structured tasks and help sheets when learning to code, and teachers often invest substantial time in developing these resources. While LitterBox does not guide educators in generating new tasks or adapting them to their students’ needs, in a second study conducted by Luisa’s team, teachers who had access to LitterBox not only received support in debugging their own code but also provided more scaffolding in task instructions they created for their students compared to teachers without LitterBox.

How to maximise the impact of new tools: use existing frameworks and materials

One important realisation that we had in the Q&A phase of Luisa’s seminar was that many different research teams are working on solutions for similar challenges, and that the impact of this research can be maximised by integrating new findings and resources. For instance, what the LitterBox tool cannot offer could be filled by:

  • Pedagogical frameworks to enhance teachers’ lessons and feedback structures. Frameworks such as PRIMM (Predict, Run, Investigate, Modify, and Make) or TIPP&SEE for Scratch projects (Title, Instructions, Purpose, Play & Sprites, Events, Explore) can serve as valuable resources. These frameworks provide a structured approach to lesson design and teaching methodologies, making it easier for teachers to create engaging and effective programming tasks. Additionally, by adopting semantic waves in the feedback for teachers and students, a deeper understanding of programming concepts can be fostered. 
  • Existing courses and materials to aid task creation and adaptation. Our expert educators at the Raspberry Pi Foundation have not only created free lesson plans and courses for teachers and educators, but also dedicated non-formal learning paths for Scratch, Python, Unity, web design, and physical computing that can serve as a starting point for classroom tasks.

Exploring innovative ideas in computing education

As we navigate the evolving landscape of programming education, it’s clear that innovative tools like LitterBox can make a significant difference in the journey of both educators and students. By equipping educators with effective debugging and task creation solutions, we can create a more positive and engaging learning experience for students.

If you’re an educator, consider exploring how such tools can enhance your teaching and empower your students in their coding endeavours.

You can watch the recording of Luisa’s seminar here:

Celebrating the community: St Joseph’s Secondary School

In our series of community stories, we celebrate some of the amazing young people and educators who are using their passion for technology to create positive change in the world around them. 

A group of students at secondary schools.

In our latest story, we’re sharing the inspiring journey of St Joseph’s Secondary School in Rush, Ireland. Over the past few years, the school community has come together to encourage coding and digital skills, harnessing the European Astro Pi Challenge as an opportunity to kindle students’ enthusiasm for tech and teamwork. 

We caught up with some of the educators and students at St Joseph’s, fresh off the success of their participation in another round of Astro Pi, to delve a little deeper into the school’s focus on making opportunities to engage with computing technologies accessible to all.

Introducing St Joseph’s Secondary School

AI literacy for teachers and students all over the world

I am delighted to announce that the Raspberry Pi Foundation and Google DeepMind are building a global network of educational organisations to bring AI literacy to teachers and students all over the world, starting with Canada, Kenya, and Romania.

Learners in a classroom in Kenya.
Learners around the world will gain AI literacy skills through Experience AI.

Experience AI 

We launched Experience AI in September 2022 to help teachers and students learn about AI technologies and how they are changing the world. 

Developed by the Raspberry Pi Foundation and Google DeepMind, Experience AI provides everything that teachers need to confidently deliver engaging lessons that will inspire and educate young people about AI and the role that it could play in their lives.

A group of young people investigate computer hardware together.
Experience AI is designed to inspire learners about AI through real-world contexts.

We provide lesson plans, classroom resources, worksheets, hands-on activities, and videos that introduce a wide range of AI applications and the underlying technologies that make them work. The materials are designed to be relatable to young people and can be taught by any teacher, whether or not they have a technical background. Alongside the classroom resources, we provide teacher professional development, including an online course that provides an introduction to machine learning and AI. 

Part of Experience AI are video interviews with AI developers at Google DeepMind.

The materials are grounded in real-world contexts and emphasise the potential for young people to positively change the world through a mastery of AI technologies. 

Since launching the first resources, we have seen significant demand from teachers and students all over the world, with over 200,000 students already learning with Experience AI. 

Experience AI network

Building on that initial success and in response to huge demand, we are now building a global network of educational organisations to expand the reach and impact of Experience AI by translating and localising the materials, promoting them to schools, and supporting teacher professional development.

Obum Ekeke OBE, Head of Education Partnerships at Google DeepMind, says:

“We have been blown away by the interest we have seen in Experience AI since its launch and are thrilled to be working with the Raspberry Pi Foundation and local partners to expand the reach of the programme. AI literacy is a critical skill in today’s world, but not every young person currently has access to relevant education and resources. By making AI education more inclusive, we can help young people make more informed decisions about using AI applications in their daily lives, and encourage safe and responsible use of the technology.”

Learner in a computing classroom.
Experience AI helps learners understand how they might use AI to positively change the world.

Today we are announcing the first three organisations that we are working with, each of which is already doing fantastic work to democratise digital skills in their part of the world. All three are already working in partnership with the Raspberry Pi Foundation and we are excited to be deepening and expanding our collaboration to include AI literacy.

Digital Moment, Canada

Digital Moment is a Montreal-based nonprofit focused on empowering young changemakers through digital skills. Founded in 2013, Digital Moment has a track record of supporting teachers and students across Canada to learn about computing, coding, and AI literacy, including through supporting one of the world’s largest networks of Code Clubs

Digital Moment logo.

“We’re excited to be working with the Raspberry Pi Foundation and Google DeepMind to bring Experience AI to teachers across Canada. Since 2018, Digital Moment has been introducing rich training experiences and educational resources to make sure that Canadian teachers have the support to navigate the impacts of AI in education for their students. Through this partnership, we will be able to reach more teachers and with more resources, to keep up with the incredible pace and disruption of AI.”

Indra Kubicek, President, Digital Moment

Tech Kidz Africa, Kenya

Tech Kidz Africa is a Mobasa-based social enterprise that nurtures creativity in young people across Kenya through digital skills including coding, robotics, app and web development, and creative design thinking.

Tech Kidz Africa logo.

“With the retooling of teachers as a key objective of Tech Kidz Africa, working with Google DeepMind and the Raspberry Pi Foundation will enable us to build the capacity of educators to empower the 21st century learner, enhancing the teaching and learning experience to encourage innovation and  prepare the next generation for the future of work.”

Grace Irungu, CEO, Tech Kidz Africa

Asociația Techsoup, Romania

Asociația Techsoup works with teachers and students across Romania and Moldova, training Computer Science, ICT, and primary school teachers to build their competencies around coding and technology. A longstanding partner of the Raspberry Pi Foundation, they foster a vibrant community of CoderDojos and support young people to participate in Coolest Projects and the European Astro Pi Challenge

Asociata Techsoup logo.

“We are enthusiastic about participating in this global partnership to bring high-quality AI education to all students, regardless of their background. Given the current exponential growth of AI tools and instruments in our daily lives, it is crucial to ensure that students and teachers everywhere comprehend and effectively utilise these tools to enhance their human, civic, and professional potential. Experience AI is the best available method for AI education for middle school students. We couldn’t be more thrilled to work with the Raspberry Pi Foundation and Google DeepMind to make it accessible in Romanian for teachers in Romania and the Republic of Moldova, and to assist teachers in fully integrating it into their classes.”

Elena Coman, Director of Development, Asociația Techsoup

Get involved

These are the first of what will become a global network of organisations supporting tens of thousands of teachers to equip millions of students with a foundational understanding of AI technologies through Experience AI. If you want to get involved in inspiring the next generation of AI leaders, we would love to hear from you.

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Code Editor update: Support for HTML and mobile devices 

Earlier this year, we launched our Code Editor, a free online tool to help make learning text-based programming simple and accessible for kids age 9 and up. We focus on supporting the needs of young people who are learning programming at school, in Code Clubs and CoderDojos, and at home.

A young coder using the Code Editor.

Today, we have two exciting updates to share: support for web page projects with HTML/CSS, and an improved mobile and tablet experience.

What’s the Code Editor?

Learners can use the Code Editor to write and run code in a web browser without installing any additional software. The Editor is currently available as a beta version, and we’ve already received really positive comments: 

“The Editor looks really nice! I have tried the Python part, and it is intuitive and concise. My little program worked no problem, and I am sure the Editor will be easy, intuitive, and quick to learn for the young [learners].”

— Volunteer in the CoderDojo community

Introducing HTML and CCS in the Code Editor 

The Code Editor now supports the HTML and CSS web development languages, giving young people the ability to create and preview their own websites directly in the Editor interface. Learners can have their code and the preview panel side by side, and they can also preview their websites in a separate, larger tab.

A web project in the Code Editor.

We have embedded the Editor in our ‘Introduction to web‘ path on the Projects site. The path contains six HTML and CSS projects for beginners and helps them create fun websites like the ones shown here.

We want the Code Editor to be safe, age-appropriate, and suitable for use in classrooms or coding clubs. With this in mind, we have excluded certain functions, like being able to add links to external websites in the code. Rather than enabling image uploads, we provide a library of images when projects in our free learning paths contain images, in order to support multimedia projects safely.

A web project in the Code Editor.

Whether users are coding in Python or HTML/CSS, the Editor offers accessibility options so you can easily switch settings between light and dark mode, and between small, medium, and large text size. The text size feature is useful for people with visual impairments, as well as for educators who want to demonstrate something to a group of learners.

Improved experience for mobile and tablet devices

Our Code Editor now offers a new and improved experience for users of mobile and tablet devices. This improves access for learners in classrooms where tablets are used, and in low- and middle-income countries, where mobile phones are commonly used for digital learning.

A web project in the Code Editor.

The Editor now includes: 

  • A clearer and simpler navigation for small-screen devices
  • Separate Menu, Code and Output/Preview tabs
  • The same features on mobile/tablet devices as on desktop of laptop computers, such as responsive panels and the option to open HTML/CSS projects in a new tab

Try the Code Editor today

We’re continuing to develop the Code Editor and have more improvements planned. If you would like to try it out and provide us with your feedback, we’d love to hear what you think of our latest updates. 

Code Editor developments have been made possible with generous support from Endless and the Cisco Foundation.

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New micro:bit coding projects for kids

Young people can now learn to code and create with our brand-new path of micro:bit coding projects. The ‘Intro to micro:bit’ path is free and kids can follow it to code projects that focus on wellbeing, including topics like mental health, relaxation, and exercise.

As you might know, a micro:bit (pronounced “microbit”) is a small, programmable device designed for education. You can program it using any computer. It’s easy to use and learn with, and suitable for beginners, especially young people in and out of school.

The theme of the new project path: Wellbeing

Our aim for this new micro:bit project path is to help young people explore how they can create their own tech tools that help them look after themselves and others. By designing the micro:bit coding projects around wellbeing, we want to not only help kids develop programming and digital literacy skills, but also promote open conversations about the important topic of mental health.

Kids coding a microbit project.
Credit: David Bird

The six micro:bit coding projects in our new path all cover different aspects of wellbeing in a fun, creative way:

  1. Good sleep patterns
  2. Relaxation
  3. Self-confidence
  4. Happiness
  5. Health 
  6. Entertainment

We hope that following the path and making projects helps encourage learners to ask questions, share their experiences, and feel like they can ask parents, teachers, or mentors for support, and help support their friends and peers.

What is in the ‘Intro to micro:bit’ project path?

The ‘Intro to micro:bit’ path is designed according to our Digital Making Framework. Its aim is to encourage young people to become independent coders and tech creators as they progress along the projects in a path by gently removing scaffolding.

  • Our project paths begin with three Explore projects, in which learners are guided through tasks that introduce them to new coding skills.
  • Next, learners complete two Design projects. Here, they are encouraged to practise their skills and bring in their own interests to personalise their coding creations.
  • Finally, learners complete one Invent project. This is where they put everything that they have learned together and create something unique that matters to them.

The structure of the path means that learners are led through the development process of a coding project and learn how to turn their ideas into reality. The path structure also supports them with fixing programming errors (debugging), showing them that errors are a normal part of computer programming and just temporary setbacks that they can overcome.

Credit: David Bird

Because community is important for learning, the path also offers young people the chance to share the projects they make with peers around the world.

What coding skills and knowledge will young people learn?

The Explore projects at the start of the path are where the initial learning takes place. Learners then develop their new skills and knowledge by putting them into practice in the Design and Invent projects, where they add in their own ideas and creativity.

The key programming concepts covered in this path are:

  • Variables
  • Using selection (if, else if, and else)
  • Using repetition (for loops)
  • Using randomisation
  • Using functions
Kids coding a microbit project.
Credit: David Bird

There are two versions of the micro:bit (V1 and V2) and learners can use either version to create the micro:bit coding projects in the path, using the micro:bit’s input and output features:

Input features:

  • Buttons
  • Accelerometer
  • Sound sensor/microphone (micro:bit V2 only)
  • Capacitive touch sensor
  • Light sensor

Output features:

  • LED display
  • Speaker
  • Headphones connected via GPIO (micro:bit V1 only)

Explore project 1: Music player

In this Explore project, kids create a music player on the micro:bit to explore how listening to music can improve their mood. While creating their music player, young people get to choose melodies that they enjoy or that make them feel more relaxed. They also add a range of functions such as pausing, skipping, and shuffling tracks.

Explore project 2: Sound level meter

Noise levels can affect people’s well-being, so in this project, kids create a program to use the micro:bit to display how noisy their environment is. They will also learn how to save the noise data the micro:bit measures so they can identify the noisiest times in their day.

Explore project 3: Sleep tracker

Sleep is an important factor that contributes towards well-being. With this third Explore project, kids create a program to track their sleep movements using the micro:bit. This teaches them about variables and about using the micro:bit’s accelerometer, and its LEDs to display data.

Design project 1: How’s your day?

The first Design project of the path gets young people to build a mood checker program using the question ‘How’s your day?’. Kids get creative design control over the mood checker’s outputs according to the user’s replies, including displaying an animation or positive messages, or playing music. Kids can also make use of sensors to measure the various factors in the environment that could be affecting the user’s mood.

In this project, young people apply all of the coding skills and knowledge covered in the Explore projects, including selection, repetition, variables, functions, and randomisation.

Design project 2: Active assistant

In the second Design project, young people create an assistant that helps them get active.The project provides examples, a structure, and brief summaries of what kids have learned to do on the path so far to inspire and motivate them. This mean young people can work independently to produce their own outcomes and the functionality of their assistant is up to each young tech creator.

Invent project: Party game

The final project, Party game, encourages learners to independently replicate their favourite party game for entertainment and relaxation. Learners will combine all of the knowledge and skills they’ve gained throughout the path to make something of their own around the theme of well-being. This is a chance for them to unleash their creativity and reflect on real-life games they enjoy. The outcome will be unique, and fun for them to share with their friends and family.

Key questions answered

Who is this path for?

We have written these micro:bit coding projects with young people around the age of 6 to 13 in mind. Building the projects on the path does not require any previous coding experience, although complete beginners may want to try our free ‘Intro to Scratch’ path first.

What software do learners need to code these projects?

A web browser on a computer. In every project, starter code is provided in the MakeCode online code editor. Learners can either download their project code to a physical micro:bit (recommended) or use the micro:bit simulator in MakeCode.

Kids coding a microbit project.
Credit: David Bird

Young people who live where there isn’t constant internet connectivity can also download the offline version of the MakeCode editor. There are also free micro:bit coding apps for smartphones and tablets.

How long will the path take to complete?

We’ve designed the ‘Intro to micro:bit’ path to be completed in six one-hour sessions, with one hour per project. However, the project instructions invite learners to take additional time to upgrade their projects if they wish.

What can learners do next?

Take part in Coolest Projects

At the end of the micro:bit path, learners are encouraged to register a project they’re making with their new coding skills for Coolest Projects, our annual online technology showcase for young people around the world.

Taking part is free, and beginners as well as more experienced young tech creators are invited. This is their opportunity to share their ingenuity in an online gallery for the world and the Coolest Projects community to celebrate.

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Explore space science and coding with Astro Pi Mission Space Lab

Today we’re calling all young people who are excited to explore coding and space science, and the mentors who want to support and inspire them on their journey. Astro Pi Mission Space Lab is officially open again, offering young people all over Europe the amazing chance to have their code for a science experiment run in space on the International Space Station (ISS).

Aurora Borealis as seen from the ISS.
Aurora Borealis as seen from the ISS

With this year’s Mission Space Lab, astronauts from the European Space Agency are setting young people a task: to write a computer program that runs on the ISS and calculates the speed at which the ISS is orbiting planet Earth. Participation in Mission Space Lab is completely free.

Here’s ESA astronaut candidate Rosemary Coogan to introduce this year’s mission:

The Experience AI Challenge: Make your own AI project

We are pleased to announce a new AI-themed challenge for young people: the Experience AI Challenge invites and supports young people aged up to 18 to design and make their own AI applications. This is their chance to have a taste of getting creative with the powerful technology of machine learning. And equally exciting: every young creator will get feedback and encouragement from us at the Raspberry Pi Foundation.

As you may have heard, we recently launched a series of classroom lessons called Experience AI in partnership with Google DeepMind. The lesson materials make it easy for teachers of all subjects to teach their learners aged up to 18 about artificial intelligence and machine learning. Now the Experience AI Challenge gives young people the opportunity to develop their skills further and build their own AI applications.

Key information

  • Starts on 08 January 2024
  • Free to take part in
  • Designed for beginners, based on the tools Scratch and Machine Learning for Kids
  • Open for official submissions made by UK-based young people aged up to 18 and their mentors 
  • Young people and their mentors around the world are welcome to access the Challenge resources and make AI projects
  • Tailored resources for young people and mentors to support you to take part
  • Register your interest and we’ll send you a reminder email on the launch day

The Experience AI Challenge

For the Experience AI Challenge, you and the young people you work with will learn how to make a machine learning (ML) classifier that organises data types such as audio, text, or images into different groupings that you specify.

A girl points excitedly at a project on the Raspberry Pi Foundation's projects site.

The Challenge resources show young people the basic principles of using the tools and training ML models. Then they will use these new skills to create their own projects, and it’s a chance for their imaginations to run free. Here are some examples of projects your young tech creators could make:

  • An instrument classifier to identify the type of musical instrument being played in pieces of music
  • An animal sound identifier to determine which animal is making a particular sound
  • A voice command recogniser to detect voice commands like ‘stop’, ‘go’, ‘left’, and ‘right’
  • A photo classifier to identify what kind of food is shown in a photograph

All creators will receive expert feedback on their projects.

To make the Experience AI Challenge as familiar and accessible as possible for young people who may be new to coding, we designed it for beginners. We chose the free, easy-to-use, online tool Machine Learning for Kids for young people to train their machine learning models, and Scratch as the programming environment for creators to code their projects. If you haven’t used these tools before, don’t worry. The Challenge resources will provide all the support you need to get up to speed.

Training an ML model and creating a project with it teaches many skills beyond coding, including computational thinking, ethical programming, data literacy, and developing a broader understanding of the influence of AI on society.

The three Challenge stages

Our resources for creators and mentors walk you through the three stages of the Experience AI Challenge.

Stage 1: Explore and discover

The first stage of the Challenge is designed to ignite young people’s curiosity. Through our resources, mentors let participants explore the world of AI and ML and discover how these technologies are revolutionising industries like healthcare and entertainment.

Stage 2: Get hands-on

In the second stage, young people choose a data type and embark on a guided example project. They create a training dataset, train an ML model, and develop a Scratch application as the user interface for their model. 

Stage 3: Design and create

In the final stage, mentors support young people to apply what they’ve learned to create their own ML project that addresses a problem they’re passionate about. They submit their projects to us online and receive feedback from our expert panel.

Things to do today

  1. Visit our new Experience AI Challenge homepage to find out more details
  2. Register your interest so you receive a reminder email on launch day, 8 January
  3. Get your young people excited and thinking about what kind of AI project they might like to create

We can’t wait to see how you and your young creators choose to engage with the Experience AI Challenge!

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Coding futures: Celebrating our educational partnership in Telangana

On September 29 2023, amidst much excitement and enthusiasm, a significant event took place at a unique school in Moinabad, Telangana: the teams of the Raspberry Pi Foundation and Telangana Social Welfare Residential Educational Institutions Society (TSWREIS) gathered to celebrate our partnership on the esteemed Coding Academy of TSWREIS.

Welcome, new partners: Growing the global impact of Code Club and CoderDojo

Increasing access to computing education is a global challenge, and at the Raspberry Pi Foundation we take a global approach in addressing it. One way we do this is to partner with organisations around the world and support them to introduce Code Clubs and CoderDojos in their local or national communities.

Students in a Code Club run by CSEd Botswana.

Code Club and CoderDojo are the two global networks of free, volunteer-led coding clubs for young people that we support. They are a great fit for a lot of organisations that share our vision and values and work with young people from backgrounds that are currently under-represented in computing. Right now, our Global Clubs Partner network involves more than 50 organisations in over 40 different countries around the world. Seven new partners have joined us since August.

New members in the Global Clubs Partner network

We send a warm welcome to our seven new partners. Here is some of what they are working on:

  • CSEd Botswana is training 25 teachers in rural areas to run Code Clubs in their schools
  • Hacedores in Mexico is working towards establishing CoderDojos in their 80 makerspaces, and Code Clubs in the local schools of their community members.
  • Code Club Luxembourg is already running several clubs and also hosts a number of workshops each year to encourage children to carry on their coding journey by joining a Code Club or CoderDojo.
  • Light Into Europe works with the Deaf community in Romania. They plan to open up coding to children with hearing impairments through accessible Code Clubs, supported by interpreters and adults who are also deaf.
  • KIT Hub in Burundi have plans to establish CoderDojos to support children from underserved areas, including a sizable community of Congolese young people living in refugee camps in Burundi.
  • Orientations Training Centre in Sudan will be setting up clubs in Khartoum and Darfur, and they are planning a special passion for supporting young people to submit entries to the Coolest Projects online showcase in 2024.
  • Savanna Developer Network will establish CoderDojos in northern Ghana to narrow the income and infrastructure gap between the north and the south by ensuring that children in the north aren’t left behind in computing education. 

We are really excited that these organisations have chosen to join the Global Clubs Partner network.

Benefits of partnering with us

When they join our Global Clubs Partner network, organisations work with us to grow the Code Club and CoderDojo communities around the world. Our Global Clubs Partners share our mission to enable young people to realise their full potential through the power of computing and digital technologies, and they commit to working towards this mission with our support.