Chapter 1
The dawn of thinking machines
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Chapter 2
How machines actually learn
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Chapter 3
Artificial intelligence in daily life
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Chapter 4
The ethics and future of artificial intelligence
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YOUR GOAL
Master of Understanding artificial intelligence
Ch 2 · How machines actually learn
play_review How machines actually learn
Through data streams, / Patterns emerge, / And AI learns to know!
Fun Fact
Huge training data: Training a large language model can require reading more words than a human could read in 20,000 years.
Glossary
machine learning (noun)
The capacity of a computer to learn from experience without being explicitly programmed. Arthur Samuel demonstrated this concept in 1959 by training an IBM computer to play checkers.
The capacity of a computer to learn from experience without being explicitly programmed. Arthur Samuel demonstrated this concept in 1959 by training an IBM computer to play checkers.
Quiz
What do we call the process of adjusting an AI's internal mathematical weights during training?
Quiz
What neural network architecture, introduced in 2017, allowed AI to process whole sentences at once?
Quiz
What is the term for an artificial neural network that contains many layers of virtual neurons?
Quiz
Which AI system developed by Google DeepMind defeated a 9-dan professional Go player in 2016?
Quiz
What database of over 14 million labeled images helped spark the modern deep learning boom?