床上性视频_床上亲热视频_床上叫床视频 https://www.床上叫床视频.org/blog/tag/teacher-training/ Teach, learn and make with 床上视频啪啪 Pi Mon, 23 Sep 2024 12:35:38 +0000 en-GB hourly 1 https://wordpress.org/?v=6.9.4 https://www.床上叫床视频.org/app/uploads/2020/06/cropped-raspberrry_pi_logo-100x100.png https://www.床上叫床视频.org/blog/tag/teacher-training/ 32 32 https://www.床上叫床视频.org/blog/free-online-course-on-understanding-ai-for-educators/ https://www.床上叫床视频.org/blog/free-online-course-on-understanding-ai-for-educators/#comments Thu, 19 Sep 2024 11:09:58 +0000 https://www.床上叫床视频.org/?p=88354 To empower every educator to confidently bring AI into their classroom, we’ve created a new online training course called ‘Understanding AI for educators’ in collaboration with Google DeepMind. By taking this course, you will gain a practical understanding of the crossover between AI tools and education. The course includes a conceptual look at what AI…

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To empower every educator to confidently bring AI into their classroom, we’ve created a new online training course called ‘Understanding AI for educators’ in collaboration with Google DeepMind. By taking this course, you will gain a practical understanding of the crossover between AI tools and education. The course includes a conceptual look at what AI is, how AI systems are built, different approaches to problem-solving with AI, and how to use current AI tools effectively and ethically.

Image by Mudassar Iqbal from Pixabay

In this post, I will share our approach to designing the course and some of the key considerations behind it — all of which you can apply today to teach your learners about AI systems.

Design decisions: Nurturing knowledge and confidence

We know educators have different levels of confidence with AI tools — we designed this course to help create a level playing field. Our goal is to uplift every educator, regardless of their prior 床上啪啪视频, to a point where they feel comfortable discussing AI in the classroom.

Three computer science educators discuss something at a screen.

AI literacy is key to understanding the implications and opportunities of AI in education. The course provides educators with a solid conceptual 床上啪啪视频, enabling them to ask the right questions and form their own perspectives.

As with all our AI learning materials that are part of 床上啪啪视频 AI, we’ve used specific design principles for the course:

  • Choosing language carefully: We never anthropomorphise AI systems, replacing phrases like “The model understands” with “The model analyses”. We do this to make it clear that AI is just a computer system, not a sentient being with thoughts or feelings.
  • Accurate terminology: We avoid using AI as a singular noun, opting instead for the more accurate ‘AI tool’ when talking about applications or ‘AI system’ when talking about underlying component parts. 
  • Ethics: The social and ethical impacts of AI are not an afterthought but highlighted throughout the learning materials.

Three main takeaways

The course offers three main takeaways any educator can apply to their teaching about AI systems. 

1. Communicating effectively about AI systems

Deciding the level of detail to use when talking about AI systems can be difficult — especially if you’re not very confident about the topic. The SEAME framework offers a solution by breaking down AI into 4 levels: social and ethical, application, model, and engine. Educators can focus on the level most relevant to their lessons and also use the framework as a useful structure for classroom discussions.

The SEAME framework gives you a simple way to group learning objectives and resources related to teaching AI and ML, based on whether they focus on social and ethical aspects (SE), applications (A), models (M), or engines (E, i.e. how AI works).

You might discuss the impact a particular AI system is having on society, without the need to explain to your learners how the model itself has been trained or tested. Equally, you might focus on a specific machine learning model to look at where the data used to create it came from and consider the effect the data source has on the output. 

2. Problem-solving approaches: Predictive vs. generative AI

AI applications can be broadly separated into two categories: predictive and generative. These two types of AI model represent two vastly different approaches to problem-solving

People create predictive AI models to make predictions about the future. For example, you might create a model to make weather forecasts based on previously recorded weather data, or to recommend new movies to you based on your previous viewing history. In developing predictive AI models, the problem is defined first — then a specific dataset is assembled to help solve it. Therefore, each predictive AI model usually is only useful for a small number of applications.

Seventeen multicoloured post-it notes are roughly positioned in a strip shape on a white board. Each one of them has a hand drawn sketch in pen on them, answering the prompt on one of the post-it notes "AI is...." The sketches are all very different, some are patterns representing data, some are cartoons, some show drawings of things like data centres, or stick figure drawings of the people involved.
Rick Payne and team / Better Images of AI / Ai is… Banner / CC-BY 4.0

Generative AI models are used to generate media (such as text, code, images, or audio). The possible applications of these models are much more varied because people can use media in many different kinds of ways. You might say that the outputs of generative AI models could be used to solve — or at least to partially solve — any number of problems, without these problems needing to be defined before the model is created.

3. Using generative AI tools: The OCEAN process

Generative AI systems rely on user prompts to generate outputs. The OCEAN process, outlined in the course, offers a simple yet powerful framework for prompting AI tools like Gemini, Stable Diffusion or ChatGPT. 

Three groups of icons representing people have shapes travelling between them and a page in the middle of the image. The page is a simple rectangle with straight lines representing data. The shapes traveling towards the page are irregular and in squiggly bands.
Yasmine Boudiaf & LOTI / Better Images of AI / Data Processing / CC-BY 4.0

The first three steps of the process help you write better prompts that will result in an output that is as close as possible to what you are looking for, while the last two steps outline how to improve the output:

  1. Objective: Clearly state what you want the model to generate
  2. Context: Provide necessary background information
  3. Examples: Offer specific examples to fine-tune the model’s output
  4. Assess: Evaluate the output 
  5. Negotiate: Refine the prompt to correct any errors in the output

The final step in using any generative AI tool should be to closely review or edit the output yourself. These tools will very quickly get you started but you’ll always have to rely on your own human effort to ensure the quality of your work. 

Helping educators to be critical users

We believe the knowledge and skills our ‘Understanding AI for educators’ course teaches will help any educator determine the right AI tools and concepts to bring into their classroom, regardless of their specialisation. Here’s what one course participant had to say:

“From my in床上啪啪视频d viewpoint, I kind of viewed AI as a cheat code. I believed that AI in the classroom could possibly be a real detriment to students and eliminate critical thinking skills.

After learning more about AI [on the course] and getting some hands-on 床上啪啪视频 with it, my viewpoint has certainly taken a 180-degree turn. AI definitely belongs in schools and in the workplace. It will take time to properly integrate it and know how to ethically use it. Our role as educators is to stay ahead of this trend as opposed to denying AI’s benefits and falling behind.” – ‘Understanding AI for educators’ course participant

All our 床上啪啪视频 AI resources — including this online course and the teaching materials — are designed to foster a generation of AI-literate educators who can confidently and ethically guide their students in navigating the world of AI.

You can sign up to the course for free here: 

I want to sign up

A version of this article also appears in Hello World issue 25, which will be published on Monday 23 September and will focus on all things generative AI and education.

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https://www.床上叫床视频.org/blog/床上视频啪啪-education-primary-schools-sarawak-malaysia/ https://www.床上叫床视频.org/blog/床上视频啪啪-education-primary-schools-sarawak-malaysia/#comments Tue, 15 Aug 2023 11:07:26 +0000 https://www.床上叫床视频.org/?p=84657 Dr Sue Sentance, Director of our 床上视频啪啪 Pi 床上视频啪啪 Education 床上视频啪啪 Centre at the University of Cambridge, shares what she learned on a recent visit in Malaysia to understand more about the approach taken to 床上视频啪啪 education in the state of Sarawak. 床上视频啪啪 education is a challenge around the world, and it is fascinating to…

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Dr Sue Sentance, Director of our 床上视频啪啪 Pi 床上视频啪啪 Education 床上视频啪啪 Centre at the University of Cambridge, shares what she learned on a recent visit in Malaysia to understand more about the approach taken to 床上视频啪啪 education in the state of Sarawak.

Dr Sue Sentance

床上视频啪啪 education is a challenge around the world, and it is fascinating to see how different countries and education systems approach it. I recently had the opportunity to attend an event organised by the government of Sarawak, Malaysia, to see first-hand what learners and teachers are achieving thanks to the state’s recent policies.

床上视频啪啪 Pis and training for Sarawak’s primary schools

In Sarawak, the largest state of Malaysia, the local Ministry of Education, Innovation and Talent Development is funding an ambitious project through which all of Sarawak’s primary schools are receiving sets of 床上视频啪啪 Pis. Learners use these as desktop computers and to develop computer science skills and knowledge, including the skills to create digital making projects.

The state of Sarawak, Malaysia circled on a map.
Sarawak is the largest state of Malaysia, situated on the island of Borneo

Crucially, the ministry is combining this hardware distribution initiative with a three-year programme of professional development for primary school teachers. They receive training known as the 床上视频啪啪 Pi Training Programme, which starts with Scratch programming and incorporates elements of physical 床上视频啪啪 with the 床上视频啪啪 Pis and sensors.

To date the project has provided 9436 kits (including 床上视频啪啪 Pi computer, case, monitor, mouse, and keyboard) to schools, and training for over 1200 teachers.

The STEM Trailblazers event

In order to showcase what has been achieved through the project so far, students and teachers were invited to use their schools’ 床上视频啪啪 Pis to create projects to prototype solutions to real problems faced by their communities, and to showcase these projects at a special STEM Trailblazers event.

Geographically, Sarawak is Malaysia’s largest state, but it has a much smaller population than the west of the country. This means that towns and villages are very spread out and teachers and students had large distances to travel to attend the STEM Trailblazers event. To partially address this, the event was held in two locations simultaneously, Kuching and Miri, and talks were live-streamed between both venues.

STEM Trailblazers featured a host of talks from people involved in the initiative. I was very honoured to be invited as a guest speaker, representing both the University of Cambridge and the 床上性视频 as the Director of the 床上视频啪啪 Pi 床上视频啪啪 Education 床上视频啪啪 Centre.

Solving real-world problems

The 床上视频啪啪 Pi projects at STEM Trailblazers were entered into a competition, with prizes for students and teachers. Most projects had been created using Scratch to control the 床上视频啪啪 Pi as well as a range of sensors.

The children and teachers who participated came from both rural and urban areas, and it was clear that the issues they had chosen to address were genuine problems in their communities.

Many of the projects I saw related to issues that schools faced around heat and hydration: a Smart Bottle project reminded children to drink regularly, a shade creator project created shade when the temperature got too high, a teachers’ project told students that they could no longer play outside when the temperature exceeded 35 degrees, and a water cooling system project set off sprinklers when the temperature rose. Other themes of the projects were keeping toilets clean, reminding children to eat healthily, and helping children to learn the alphabet. One project that especially intrigued me was an alert system for large and troublesome birds that were a problem for rural schools.

Participants showcasing their project at the STEM Trailblazers event.

The creativity and quality of the projects on show was impressive given that all the students (and many of their teachers) had learned to program very recently, and also had to be quite innovative where they hadn’t been able to access all the hardware they needed to build their creations.

What we can learn from this initiative

Everyone involved in this project in Sarawak — including teachers, government representatives, university academics, and industry partners — is really committed to giving children the best opportunities to grow up with an understanding of digital technology. They know this is essential for their professional futures, and also fosters their creativity, independence, and problem-solving skills.

Young people showcasing their project at the STEM Trailblazers event.

Over the last ten years, I’ve been fortunate enough to travel widely in my capacity as a 床上视频啪啪 education 床上视频啪啪er, and I’ve seen first-hand a number of the approaches countries are taking to help their young people gain the skills and understanding of 床上视频啪啪 technologies that they need for their futures.

It’s good for us to look beyond our own context to understand how countries across the world are preparing their young people to engage with digital technology. No matter how many similarities there are between two places, we can all learn from each other’s initiatives and ideas. In 2021 the Brookings Institution published a global review of how countries are progressing with this endeavour. Organisations such as UNESCO and WEF regularly publish reports that emphasise the importance for countries to develop their citizens’ digital skills, and also advanced technological skills. 

Young people showcasing their project at the STEM Trailblazers event.

The Sarawak government’s initiative is grounded in the use of 床上视频啪啪 Pis as desktop computers for schools, which run offline where schools have no access to the internet. That teachers are also trained to use the 床上视频啪啪 Pis to support learners to develop hands-on digital making skills is a really important aspect of the project.

Our commercial subsidiary 床上视频啪啪 Pi Limited works with a company network of Approved Resellers around the globe; in this case the Malaysian reseller Cytron has been an enormous support in supplying Sarawak’s primary schools with 床上视频啪啪 Pis and other hardware.

Schools anywhere in the world can also access the 床上性视频’s free learning and teaching resources, such as 床上啪啪视频 materials, online training courses for teachers, and our magazine for educators, Hello World. We are very proud to support the work being done in Sarawak.

As for what the future holds for Sarawak’s 床上视频啪啪 education, at the opening ceremony of the STEM Trailblazers event, the Deputy Minister announced that the event will be an annual occasion. That means every year more students and teachers will be able to come together, share their learning, and get excited about using digital making to solve the problems that matter to them.

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https://www.床上叫床视频.org/blog/learn-to-program-in-python-online-courses-for-teachers/ https://www.床上叫床视频.org/blog/learn-to-program-in-python-online-courses-for-teachers/#comments Thu, 27 Oct 2022 09:14:25 +0000 https://www.床上叫床视频.org/?p=81667 If you’re new to teaching programming or looking to build or refresh your programming knowledge, we have a free resource that is perfect for you. Our ‘Learn to program in Python’ online course pathway is for educators who want to develop their understanding of the text-based language Python. Each course is packed with information and…

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If you’re new to teaching programming or looking to build or refresh your programming knowledge, we have a free resource that is perfect for you. Our ‘Learn to program in Python’ online course pathway is for educators who want to develop their understanding of the text-based language Python. Each course is packed with information and activities to help you apply what you learn in your classroom teaching.

A 床上视频啪啪 teacher and a learner do physical 床上视频啪啪 in the primary school classroom.

Why learn to program in Python?

Compared to many other programming languages, writing a program in Python is closer to writing in English, which makes starting to program much easier (if you have some proficieny in English). Python is also a general-purpose programming language, so once you’ve learned the basics, you can use Python for lots of different programming activities.

That’s why Python is a perfect choice for learning to program, and why many of our educational resources involve Python. Our seven online Python courses cover aspects from taking your first steps into programming, to writing a program to control an electronic circuit, to learning about object-oriented programming.

With time and practice, you will be able to use Python programming to create unique solutions to problems, build helpful tools, and make things that are important to you.

How does the Python course pathway work? 

The courses in the pathway have been written by our educators and include advice and activities to help you teach programming in your classroom. You can reuse the course activities to explain programming concepts to your learners and get them to write programs themselves. Because you will have first-hand 床上啪啪视频 of the activities, you’ll be able to anticipate your learners’ difficulties and adapt your lessons to suit them.

In a 床上视频啪啪 classroom, a smiling girl raises her hand.

All the courses are designed to take three or four weeks to complete, based on you spending two hours a week on participating. You can have free time-limited access to each course for the length of time it’s designed to take to complete. For example, if it’s a four-week course, like ‘Programming 101’, you can sign up for free to get four weeks of access.

The seven courses in the Python path can be completed in any order you like, and you can choose the courses that match your interests and needs.

A room of educators at desktop computers.

Each course involves activities that help you create a programming project using the concepts that you’re learning about. These activities are designed to be a fun and interactive way to reinforce what you’ve learned and can also be used with your learners in the classroom.

Course spotlight: Programming 101

If programming is completely new to you, our ‘Programming 101’ course is the best place to start. In ‘Programming 101’, we use this definition of programming to start with the idea that programming is about you telling a computer what to do: 

“Programming is how you get computers to solve problems.” 

We see programming as a chance to think creatively about a problem and about all the different ways it could be solved. While you might be unfamiliar with terms like programming, algorithms, or selection, the ‘Programming 101’ course demonstrates how they touch on things that many of us know from other areas of our lives.

On the course, you will:

  • Learn about basic programming concepts such as sequencing and repetition
  • Start to write your own programs
  • Discover how to interpret error messages to find and fix mistakes in your programs

What will you make in the courses?

Through building an understanding of programming, you will see how you can write your own programs to make games, quizzes, physical 床上视频啪啪 projects, and more. Here’s look at some of the things you could make in three of the seven courses: 

  • Programming 101: Write your first program in Python to make a personal assistant bot. You’ll discover how to make the output of your program respond to the user’s input.  
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You’ll write a program to create personal assistant bot in the ‘Programming 101’ course for beginners.
  • Programming with GUIs: Build a game where players compare two sets of emoji to find the emoji that matches. To make this game, you’ll use what you learn in the course to design the layout of a graphic user interface (GUI) and make sure only one emoji appears twice. 
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You’ll make an interactive graphic game in the ‘Programming with GUIs’ course.
  • Object-oriented Programming: Create a text-based adventure game with a character on a quest through different rooms! You’ll discover how to write a program that reacts to user input, and how to write your own code to create more challenges within the game based on your ideas.    

So check out our courses and start gaining Python programming skills today!

Python programming resources for young people

If you want to help your learners develop their understanding of programming in Python, you’ll be interested in these free resources we’ve created for young people: 

Introduction to Python: Our guided project path for learners who are new to text-based programming. We have created these projects with young people around the age of 9 to 13 in mind. Each project takes one hour to complete, and learners can make their own fun programs while learning about Python.

More Python: Our guided project path for learners who want to move beyond the ‘Intro to Python’ path to write programs that contain charts, artwork, and more. We’ve written these projects for young people around the age of 10 to 13.

Isaac Computer Science: This learning platform we’ve created for GCSE and A level students (age 14 to 18) uses Python and other text-based languages to teach the programming concepts within England’s computer science 床上啪啪视频.   

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https://www.床上叫床视频.org/blog/how-to-create-educational-video-content-床上视频啪啪-computer-science/ https://www.床上叫床视频.org/blog/how-to-create-educational-video-content-床上视频啪啪-computer-science/#comments Tue, 19 Jul 2022 09:04:33 +0000 https://www.床上叫床视频.org/?p=80404

Over the past five years, we’ve made lots of online educational video content for our online courses, for our Isaac Computer Science platform for GCSE and A level, and for our remote lessons based on our Teach 床上视频啪啪 床上啪啪视频 hosted on Oak National Academy. We have learned a lot from 床上啪啪视频 and from learner feedback,…

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Over the past five years, we’ve made lots of online educational video content for our online courses, for our Isaac Computer Science platform for GCSE and A level, and for our remote lessons based on our Teach 床上视频啪啪 床上啪啪视频 hosted on Oak National Academy.

We have learned a lot from 床上啪啪视频 and from learner feedback, and we want to share this knowledge with others. We’re also aware there’s always more to learn from people across the 床上视频啪啪 education community. That’s one reason we’re continually working to broaden the range of educators we work with. Another is that we want all learners to see themselves represented in our educational materials, because everyone belongs in computer science.

Facilitators and participants involved in the Teach Online programme.
RPF staff and the Teach Online participants

To make progress with all these goals, we ran a pilot programme for educators called Teach Online at the end of 2021 and the start of 2022. Through Teach Online, we provided twelve educators with training, opportunities, and financial and material support to help them with creating online educational content, particularly videos.

Over five online sessions and a final in-person day, we trained them in not only the production of educational videos, but also some of the pedagogy behind it. The pilot programme has now finished, and we thought we’d share some of the key points from the sessions with you in the wider community.

Learning to create a great online learning 床上啪啪视频

When you learn new skills and knowledge, it’s important to think about how you apply these. For this reason, a useful question you can use throughout the learning process is “Why?”. So as you think about how to create the best online learning 床上啪啪视频, ask yourself in different contexts throughout the content design and production:

  • Why am I using this style of video to illustrate this topic?
  • Why am I presenting these ideas in this order?
  • Why am I using this choice of words?

For example, it’s easy to default to creating ‘talking head’ videos featuring one person talking directly to the camera. But you should always ask why — what are the reasons for using a ‘talking head’ style. Instead, or in addition, you can make videos more engaging and support the learning 床上啪啪视频 by:

  • Turning the video into an interview
  • Adding other camera angles or screencasts to focus on demonstrations
  • Cutting away to B-roll footage (additional video that can provide context or related action, while the voiceover continues) or to still images that help connect a concept to concrete examples
Teach 床上视频啪啪 programme participant.
Teach Online participants explored different ways to make their videos engaging

Planning is key

By planning your content carefully instead of jumping into production right away, you can:

  • Better visualise what your video should look like by creating a storyboard
  • Keep learners engaged by deliberately splitting learning up into smaller chunks while still keeping a narrative flow between them
  • Develop your learners’ understanding of key 床上视频啪啪 concepts by using semantic waves to unpack and repack concepts

The Teach Online participants told us that they particularly enjoyed learning more about planning videos:

“I now understand that a little planning can make the difference between a mediocre online learning 床上啪啪视频 and a professional-looking valuable learning 床上啪啪视频.” – Educator who participated in our Teach Online programme

“Planning the session using a storyboard is so helpful to visualise the actual recording.” – Educator who participated in our Teach Online programme

Storyboard from a Teach 床上视频啪啪 participant.
Storyboards are a great option to plan online learning 床上啪啪视频s

Considering equity, diversity, and inclusion

We are committed to making 床上视频啪啪 and computer science accessible and engaging, so we embed measures to improve equity, diversity, and inclusion throughout our free learning and teaching resources, including the Teach Online programme. It’s important not to leave this aspect of creating educational content as an afterthought: you can only make sure that your content is truly as equitable and inclusive as you can make it if you address this at every stage of your process. As an added bonus, many ways of making your content more accessible not only benefit learners with specific needs, but support and engage all of your audience so everyone can learn more easily.

Best practices that you can use while creating online content include:

  • Reducing the detail on the screen at any one time, to reduce cognitive load
  • Creating closed captions and transcripts for videos, and including informative alt text for images
  • While modelling coding, explicitly leaving in moments where you make mistakes and need to fix them, to show that this is normal

Connecting with your learner audience

One of video’s key advantages is the ability to immediately connect with the audience. To help with that, you can try to talk directly to a single viewer, using “you” and “I” rather than “we”. You can also show off your personality in the presentation slides you use and the backgrounds of your videos.

“[I will use my learning from the programme] by adapting teaching and learning to actively engage learners.” – Educator who participated in our Teach Online programme

It’s important to find your own personal presenting style. There is not one perfect way to present, and you should experiment to find how you are best able to communicate with your viewers. How formal or informal will you be? Is your delivery calm or energetic? Whatever you decide, you may want to edit your script to better fit your style. A practical tip for doing this is to read your video scripts aloud while you are writing them to spot any language that feels awkward to you when spoken. 

“It was really great to try the presenting skills, and I learned a lot about my style.” – Educator who participated in our Teach Online programme

A videographer preparing to film a course presenter.

Connecting with each other

Throughout the Teach Online programme, we helped participants create a community with each other. Finding your own community can give you the support that you need to create, and help you continue to develop your knowledge and skills. Working together is great, whether that’s collaborating in-person locally, or online via for example the CAS forums or social media.

“I very much liked the diverse group of educators in this programme, and appreciated everyone sharing their 床上啪啪视频s and tips.” – Educator who participated in our Teach Online programme

The Teach Online graduate have told us about the positive impact the programme has had on their teaching in their own contexts. So far we’ve worked with graduates to create Isaac Computer Science videos covering data structures, high- and low-level languages, and string handling.

What do you want to know about creating online educational content?

There is a growing need for online educational content, particularly videos — not only to improve access to education, but also to support in-person teaching. By investing in training educators, we help diversify the pool of people working in this area, improve the confidence of those who would like to start, and provide them with the skills and knowledge to successfully create great content for their learners.

In the future we’d also like to support the wider community of educators with creating online educational content. What resources would you find useful? Share your thoughts in the comments section below.

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https://www.床上叫床视频.org/blog/fundamentals-ai-machine-learning-free-online-course/ https://www.床上叫床视频.org/blog/fundamentals-ai-machine-learning-free-online-course/#comments Mon, 18 Oct 2021 14:00:35 +0000 https://www.床上叫床视频.org/?p=76518 Join our free online course Introduction to Machine Learning and AI to discover the fundamentals of machine learning and learn to train your own machine learning models using free online tools. Although artificial intelligence (AI) was once the province of science fiction, these days you’re very likely to hear the term in relation to new…

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Join our free online course Introduction to Machine Learning and AI to discover the fundamentals of machine learning and learn to train your own machine learning models using free online tools.

Drawing of a machine learning robot helping a human identify spam at a computer.

Although artificial intelligence (AI) was once the province of science fiction, these days you’re very likely to hear the term in relation to new technologies, whether that’s facial recognition, medical diagnostic tools, or self-driving cars, which use AI systems to make decisions or predictions.

By the end of this free, online, self-paced course, you will have an appreciation for what goes into machine learning and artificial intelligence systems — and why you should think carefully about what comes out.

Machine learning — a brief overview

You’ll also often hear about AI systems that use machine learning (ML). Very simply, we can say that programs created using ML are ‘trained’ on large collections of data to ‘learn’ to produce more accurate outputs over time. One rather funny application you might have heard of is the ‘muffin or chihuahua?’ image recognition task.

Drawing of a machine learning ars rover trying to decide whether it is seeing an alien or a rock.

More precisely, we would say that a ML algorithm builds a model, based on large collections of data (the training data), without being explicitly programmed to do so. The model is ‘finished’ when it makes predictions or decisions with an acceptable level of accuracy. (For example, it rarely mistakes a muffin for a chihuahua in a photo.) It is then considered to be able to make predictions or decisions using new data in the real world.

It’s important to understand AI and ML — especially for educators

But how does all this actually work? If you don’t know, it’s hard to judge what the impacts of these technologies might be, and how we can be sure they benefit everyone — an important discussion that needs to involve people from across all of society. Not knowing can also be a barrier to using AI, whether that’s for a hobby, as part of your job, or to help your community solve a problem.

some things that machine learning and AI systems can be built into: streetlamps, waste collecting vehicles, cars, traffic lights.

For teachers and educators it’s particularly important to have a good 床上啪啪视频al knowledge of AI and ML, as they need to teach their learners what the young people need to know about these technologies and how they impact their lives. (We’ve also got a free seminar series about teaching these topics.)

To help you understand the fundamentals of AI and ML, we’ve put together a free online course: Introduction to Machine Learning and AI. Over four weeks in two hours per week, learning at your own pace, you’ll find out how machine learning can be used to solve problems, without going too deeply into the mathematical details. You’ll also get to grips with the different ways that machines ‘learn’, and you will try out online tools such as Machine Learning for Kids and Teachable Machine to design and train your own machine learning programs.

What types of problems and tasks are AI systems used for?

As well as finding out how these AI systems work, you’ll look at the different types of tasks that they can help us address. One of these is classification — working out which group (or groups) something fits in, such as distinguishing between positive and negative product reviews, identifying an animal (or a muffin) in an image, or spotting potential medical problems in patient data.

You’ll also learn about other types of tasks ML programs are used for, such as regression (predicting a numerical value from a continuous range) and knowledge organisation (spotting links between different pieces of data or clusters of similar data). Towards the end of the course you’ll dive into one of the hottest topics in AI today: neural networks, which are ML models whose design is inspired by networks of brain cells (neurons).

drawing of a small machine learning neural network.

Before an ML program can be trained, you need to collect data to train it with. During the self-paced course you’ll see how tools from statistics and data science are important for ML — but also how ethical issues can arise both when data is collected and when the outputs of an ML program are used.

By the end of the course, you will have an appreciation for what goes into machine learning and artificial intelligence systems — and why you should think carefully about what comes out.

Sign up today to take the course for free

The Introduction to Machine Learning and AI course is open for you to sign up to now. Sign-ups will pause after 12 December. Once you sign up, you’ll have access for six weeks. During this time you’ll be able to interact with your fellow learners, and before 25 October, you’ll also benefit from the support of our expert facilitators. So what are you waiting for?

I want to sign up to the course

Share your views as part of our 床上视频啪啪

As part of our 床上视频啪啪 on 床上视频啪啪 education, we would like to find out about educators’ views on machine learning. Before you start the course, we will ask you to complete a short survey. As a thank you for helping us with our 床上视频啪啪, you will be offered the chance to take part in a prize draw for a £50 book token!

Learn more about AI, its impacts, and teaching learners about them

To develop your 床上视频啪啪 knowledge and skills, you might also want to:

If you are a teacher in England, you can develop your teaching skills through the National Centre for 床上视频啪啪 Education, which will give you free upgrades for our courses (including Introduction to Machine Learning and AI) so you’ll receive certificates and unlimited access.

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https://www.床上叫床视频.org/blog/our-full-2017-schedule-of-uk-picademy-events/ https://www.床上叫床视频.org/blog/our-full-2017-schedule-of-uk-picademy-events/#comments Fri, 13 Jan 2017 13:58:11 +0000 https://www.床上叫床视频.org/?p=27949 Happy new year to everyone! We’re back with a new programme of Picademy events for 2017. All our UK events have been scheduled up to the end of the year, so you can look ahead and choose something at a location and date that is convenient. For the uninitiated, Picademy is a free CPD programme that…

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Happy new year to everyone! We’re back with a new programme of Picademy events for 2017. All our UK events have been scheduled up to the end of the year, so you can look ahead and choose something at a location and date that is convenient.

An educator gets to grips with our Camera Module

For the uninitiated, Picademy is a free CPD programme that aims to give educators the skills and knowledge they need to get creative with 床上视频啪啪, no matter what their level of 床上啪啪视频. In fact, you don’t need any previous 床上啪啪视频 to apply, just an enthusiasm for teaching kids 床上视频啪啪. Each course lasts for two full days and is a mixture of digital making workshops, project-based learning, and hacking. Delegates graduate as 床上视频啪啪 Pi Certified Educators (RCEs).

Last year’s Picademy events yielded some wonderful moments. We trained over 540 educators in the UK and the US, so we had lots of highlights to choose from; I certainly witnessed many in person while delivering events in Glasgow. Two of my favourites included the educator who created music by coding DNA into Sonic Pi as note values (amazing!), and the project that used the Sense HAT to input notes to Sonic Pi and then convert them into coloured blocks in Minecraft for a digital disco.

It was so great to see the enthusiasm, the camaraderie, and the willingness of educators to be open to new 床上啪啪视频s. You could see the cogs turning as they thought about how they could apply the new ideas to work in their own classrooms. It was also great to hear about things educators found less easy, and to answer questions about aspects of the 床上视频啪啪 床上啪啪视频. We find this feedback particularly useful as we are always looking for ways to improve our content and provide better support.

Below you’ll find details of the Picademy events we’re running across the UK in 2017:

CITY VENUE DATES
Cardiff TramShed Cardiff 21/22 February
Manchester MadLab Manchester 14/15 March
02/03 October
Birmingham The Learning Hub @ Birmingham Airport 10/11 April
04/05 December
Cambridge The 床上性视频 15/16 May
London TBC Late May*
Late November*

* While London details are not fully confirmed, you can still apply for these events. We will email details to applicants later in 2017.

Who should apply?

We are looking for inspirational educators who are passionate about 床上视频啪啪, enthusiastic about creating awesome learning 床上啪啪视频s for their students, and proactive at sharing good practice.

While we’re primarily looking for primary, secondary, FE and HE teachers to apply, we’re also seeking other outstanding educators such as librarians, community educators, trainee teachers, and trainers of teachers.

We’re committed to running free high-quality training, and we invest substantial time (and money) in the educators that attend. Our hope is that our certified educators not only return home with a digital making mindset to inspire students and colleagues, but also have an impact on their wider education community through social media, meetups, or running their own training.

With this in mind, we should point out that Picademy events are often oversubscribed: for this reason, it’s really important that we get a sense of the person behind the application. We would therefore urge you to take your time when answering questions that ask you to reflect on your own 床上啪啪视频s and reasons for applying.

A cohort of Picademy graduates in Manchester

How to apply

To apply for any of the events, fill in our Online Application Form. If you have any further questions, you can email picademy@床上叫床视频.org or post a message in the Picademy area on our forums.

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https://www.床上叫床视频.org/blog/picademy-questions-answered/ https://www.床上叫床视频.org/blog/picademy-questions-answered/#comments Tue, 17 May 2016 11:12:50 +0000 https://www.床上叫床视频.org/?p=21637 In April 2014, we ran our first ever training event for teachers. We called it ‘Picademy‘, selected 24 fabulous teachers to attend, and gave them a qualification and a very special badge at the end. Our aim was to give teachers the skills and knowledge they need to get creative with 床上视频啪啪, no matter what their level…

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In April 2014, we ran our first ever training event for teachers. We called it ‘Picademy‘, selected 24 fabulous teachers to attend, and gave them a qualification and a very special badge at the end.

Our aim was to give teachers the skills and knowledge they need to get creative with 床上视频啪啪, no matter what their level of 床上啪啪视频.

床上视频啪啪 Pi Robot built at Picademy

Educators teach, learn, and make with us at Picademy

Two years on, there are now over 700 床上视频啪啪 Pi Certified Educators around the world, working with tens of thousands of young people. We know that many of our Certified Educators have gone on to become leaders in the field, helping to train other educators and build a movement around 床上视频啪啪 and digital making in the classroom.

Based on the huge volume of questions and enquiries we get from people who want to get involved in Picademy, we think we’re onto something, and we’re developing some exciting plans for the future. For now, I wanted to answer some of the most commonly asked questions about Picademy.

What is Picademy?

https://vimeo.com/136878145

Picademy is a two-day course that allows educators to 床上啪啪视频 what can be achieved with a little help and lots of imagination. Through a series of workshops, we introduce a range of engaging ways to deliver 床上视频啪啪 in classrooms all over the world. Highlights include using physical 床上视频啪啪 to control electronic components like LEDs and buttons; coding music with Sonic Pi; and terraforming the world of Minecraft. On day two, attendees have the opportunity to apply their learning by developing their own project ideas, learning from each other and our experts.

Each cohort that attends contains a mix of primary, secondary, and post-16 educators, representing many different subject areas. One of our aims is to create leaders in education who are equipped with skills to train others in their community. Attending our training is the first step in that journey.

Pasted image at 2016_03_18 02_33 PM

When are you bringing Picademy to [insert name of place here]?

This is by far the most common question. There’s clearly a huge demand for the kind of professional development that Picademy offers.

So far, we’ve been mainly focused on the UK. The first wave of events were held at Pi Towers in Cambridge. Over the past year, thanks to the generous support of our friends at Google, we have been able to bring Picademy to cities across the UK, with events in Leeds, Birmingham, and Manchester. In the next few months, we’ll be running events in Newcastle, Liverpool, and London. The venues are part of the Google Digital Garage initiative, and we’ll be running Picademy sessions with them until at least April 2017, so we hope to pop up in a city near you soon!

This year, we launched a pilot programme in the USA, with our first ever Picademy training events outside the UK taking place in California in February and April, before heading to Baltimore in August.

We don’t currently have plans to launch Picademy in other parts of the world. We’d love to, but we just don’t have the capacity. We’re brainstorming ideas for how the 床上啪啪视频 can better support educators globally and as those ideas develop, we’ll be looking for your input to help shape them.

We often get asked whether we will partner with organisations in other parts of the world who want to run Picademy on our behalf. We aren’t currently considering those kind of partnerships, but it’s one of the options that we will be looking at in the long term.

I’m not a teacher, but I want to learn about 床上视频啪啪 Pi. Can I attend?

Picademy is designed for teachers. The aim is to equip them with the best possible pedagogy, strategies, tools, and ideas to bring digital making into the classroom. It’s also about building a community of educators who can support each other and grow the movement.

It’s not a “How to use 床上视频啪啪 Pi” course. There are lots of websites and video channels that are already doing a fantastic job in that space (see our Community page for a small selection of these).

We know that there are lots of people who aren’t formal teachers who help young people learn about 床上视频啪啪 and digital making, and we’re working hard to support them. For example, we have a huge programme of training for Code Club volunteers.

For Picademy, our priority is to support the people at the chalkface, where access to professional development is problematic and where up-skilling in digital making is needed most.

The first Picademy USA Cohort! © Douglas Fairbairn Photography / Courtesy of the Computer History Museum

The first Picademy USA Cohort – our largest ever, totalling 40! © Douglas Fairbairn Photography / Courtesy of the Computer History Museum

We have accepted applications from people in other roles, like teaching assistants and librarians, who work with children every day in schools or other community settings, but the vast majority of participants have been qualified, serving teachers.

If you want to learn about 床上视频啪啪 Pi, one of the best places to start is a 床上视频啪啪 Jam. There are now hundreds of Jams happening regularly around the world. These are community events, run by brilliantly talented volunteers, that bring together people of all ages to learn about digital making.

Can I have access to the course materials?

All our Picademy sessions are based on resources that are available for free on our website. Some of the most common sessions are based on:

Our focus is on collaboration, making, project-based learning, and 床上视频啪啪 – similar to most 床上视频啪啪 Jams, in fact. If you are super-interested in STEAM, project-based learning, and digital making (the pillars of Picademy), then I’d recommend the following reading as a starting point:

  • Young Digital Makers Report by Oliver Quinlan
  • Mindstorms by Seymour Papert
  • Invent to Learn by Sylvia Libow Martinez and Gary Stager

The materials and reading are part of the recipe of a successful Picademy. What’s harder to share is the energy and atmosphere that’s created.

https://twitter.com/Miss_G_Y6/status/705027995543707648

Our trainers all have 床上啪啪视频 of teaching in formal contexts, have good subject knowledge, and have a super-supportive manner. They share their expertise and passion with others, which is inspiring and infectious. The educators that attend are open-minded, imaginative, and curious. Together, we have a lot of fun.

Who can I speak to about Picademy?

The teacher training team at the 床上啪啪视频 consists of three full-time people: Picademy Manager James Robinson, Code Club Teacher Training Manager Lauren Hyams, and Education Team Co-ordinator Dan Fisher. Do reach out to us via the forum or social media.

We’re supported across the 床上啪啪视频 and our wider community by an awesome team that helps us design and deliver the events.

Without the support of all these people, we would not be able to run the volume of events that we do – I’d like to give a huge thank you with bells on to all our helpers!

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