Chapter 1
The birth of thinking machines
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Chapter 2
How machines actually learn
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Chapter 3
AI in our everyday lives
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Chapter 4
The future and ethics of AI
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YOUR GOAL
Master of The story of artificial intelligence
Ch 2 · How machines actually learn
play_review How machines actually learn
With data streams flowing, so much to decode, They find every pattern, improving their code.
Fun Fact
Pigeon-inspired AI: Researchers once trained actual pigeons to detect cancer in medical scans, mimicking how neural networks learn visual patterns.
Glossary
machine learning (noun)
A field of computer science concerned with building systems that learn from data. In this chapter, an interactive fruit classifier demonstrates how computers categorize apples and oranges.
A field of computer science concerned with building systems that learn from data. In this chapter, an interactive fruit classifier demonstrates how computers categorize apples and oranges.
Quiz
What name is given to the problem where a neural network's decision-making process is too complex for humans to trace?
Quiz
What are the interconnected mathematical nodes in deep learning models inspired by?
Quiz
What happens when an AI model performs perfectly on its training data but fails to work on new, unseen data?
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What type of machine learning uses a system of digital rewards and punishments to train algorithms?
Quiz
Which massive database of over 14 million labeled images helped launch the deep learning boom in 2012?
Quiz
What is the process of adjusting connection strengths in a neural network to correct errors called?
Quiz
Which computer scientist is often called the "Godfather of Deep Learning" and won the Turing Award in 2018?