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Artificial Intelligence Introduction
Artificial Intelligence Introduction
A course that introduces students to artificial intelligence with neural networks.
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WARNING: PHOTOSENSITIVE EPILEPSY Some of the experiments produce light flashes that can potentially trigger seizures in people with photosensitive epilepsy.
Learn about artificial neural networks
Lesson Plan
1. Getting Started
Dealing with noisy data
lock2. The benefits of neural networks
(requires student license or teacher account)
Neural networks get better if they have access to varied data.
lock3. Variety, variety
(requires student license or teacher account)
Can neural networks also learn about numbers?
lock4. Numbers
(requires student license or teacher account)
Can neural networks remember letters and numbers at the same time?
lock5. Mixing letters and Numbers
(requires student license or teacher account)
What happens in our brains when we forget something?
Video
lock6. How do we learn best? Part 1
(requires student license or teacher account)
How can we be less forgetful?
Video
lock7. How do we learn best? Part 2
(requires student license or teacher account)
Our neural network learns to recognize simple Emojis.
lock8. Emotions
(requires student license or teacher account)
Converting decimal numbers into binary
lock9. An AI number converter
(requires student license or teacher account)
How the number of artificial neurons in the hidden layer influences the ANNs learning ability
lock10. Investigating the hidden layer
(requires student license or teacher account)
What about many patterns?
lock11. Alphabet
(requires student license or teacher account)
We take a look deep inside the artificial neuron and learn how it works.
12. Inside the artificial neuron
We do the job of an artificial neuron.
lock13. Let's be an artificial neuron
(requires student license or teacher account)
We build a home automation system that controls the lights and fan.
Lesson Plan
14. Home Automation with AI
We build a home automation system that follows our own commands
Lesson Plan
15. Personalised Home Automation with AI
We build an automatic librarian that can classify books.
16. An AI Librarian
We build an AI that warns us if our social media posts are likely to offend someone.
Lesson Plan
17. Anti-bullying AI
AI helps us to find the curve that best matches our experimental data
18. AI Scientist
We explore data bias and its impact on the AI
Lesson Plan
19. Data Bias in AI
We solve data bias by providing more balanced training data
Lesson Plan
20. Solving data bias
We trace the algorithm that powers the AI
21. AI Tracing
We use an AI to help us to identify animals by their observable features
Lesson Plan
22. Identifying Animals with AI
We use an AI to help us to identify animals by their observable features
Lesson Plan
23. Identifying Animals with AI
An AI that helps us find movies we like to watch
Lesson Plan
24. Identifying Movies with AI
We train an AI to recognize Thumbs-up and Thumbs-down gestures.
25. Thumbs-up
Train an Artificial Intelligence with your own data. Can the AI make predictions?
lock26. AI Science Lab
(requires student license or teacher account)
Investigate how light, salinity, and moisture affect plant growth.
27. Plant growth with AI
What have we learned?
lock28. Summary
(requires student license or teacher account)