Discover the fundamentals of machine learning, how it works, and learn to train your own AI using free online tools. Join our computing course for free: https://rpf.io/machinelearning

From self-driving cars to determining someone’s age, artificial intelligence (AI) systems trained with machine learning (ML) are being used more and more. But what is AI, and what does machine learning actually involve?

On this four-week course from the Raspberry Pi Foundation, you’ll learn about different types of machine learning, and use online tools to train your own AI models.

You’ll delve into the problems that machine learning can help to solve, discuss how AI is changing the world, and think about the ethics of collecting data to train a machine learning model.

The first week of this course will guide you through how you can use machine learning to label data, whether to work out if a comment is positive or negative or to identify the contents of an image.

Then you’ll look at machine learning algorithms that create models to give a numerical output, such as predicting house prices based on information about the house and its surroundings.

You’ll also explore other types of machine learning that are designed to discover connections and groupings in data that humans would likely miss, giving you a deeper understanding of how machine learning can be used.

During this course, you’ll also investigate the different ways that the machine learning actually takes place.

You’ll compare supervised learning, which uses training data labelled with the desired outcome, to unsupervised learning, where the aim of the machine learning is to spot new connections.

In the final week of the course, you’ll investigate neural networks; a type of machine learning inspired by the structure of the brain that is used by many state-of-the-art AI systems such as YOTI’s age determination algorithm.

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Find out more about us: http://rpf.io/fyt

*** Young people & parents ***
Learn about coding with us live through Digital Making at Home: http://rpf.io/fyt-dmah
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Code Club in schools in the UK, ROI, USA, India: http://rpf.io/fyt-cc
Code Club in schools all over the world: http://rpf.io/fyt-cci
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Send your programs to space in the European Astro Pi Challenge: http://rpf.io/fyt-ap
Share your creation with the world in the Coolest Projects tech showcase: http://rpf.io/fyt-cp

*** Teachers & educators ***
Build your teaching skills with our free online courses: http://rpf.io/fyt-oc
Learn from and discuss with leading researchers in computing education: http://rpf.io/fyt-rs
Read our free magazine for computing educators, Hello World: http://rpf.io/fyt-hw
Set up a Code Club in your school
In the UK, ROI, USA, India: http://rpf.io/fyt-cc
All over the world: http://rpf.io/fyt-cci
Support your learners to run their own science experiments in space as part of the European Astro Pi Challenge: http://rpf.io/fyt-ap

*** You can help make computing accessible to more young people across the globe ***
Volunteer at a coding club near you: http://rpf.io/fyt-vol
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The Raspberry Pi Foundation is a global nonprofit with the mission to enable young people to realise their full potential through the power of computing and digital technologies. Our vision is that every young person develops:
* The knowledge, skills, and confidence to use computers and digital technologies effectively in their work, community, and personal life; to solve problems and to express themselves creatively
* Sufficient understanding of societal and ethical issues to be able to critically evaluate digital technologies and their application, and to design and use technology for good
* The mindsets that enable them to confidently engage with technological change and to continue learning about new and emerging technologies

This video's copyright is held by the Raspberry Pi Foundation, and the video is dual licensed under the YouTube Standard license and Creative Commons CC BY-SA 4.0 license.