Page 11 - AI & Machine Learning for Beginners: A Guided Workbook

Analogy: Learning Like a Dog

Think of teaching a dog a new trick. You don’t tell it every single
muscle to move; instead, you show it the action, reward good
behavior, and over time, the dog learns through experience. ML
works the same way—it studies past data to improve future
outcomes.

Understanding Deep Learning (DL):

Deep Learning (DL) is a more advanced subset of Machine Learning
that utilizes artificial neural networks with multiple layers (hence,
'deep') to analyze complex data.

Neural Networks – Inspired by the Human Brain

Neural networks are a powerful AI technique modeled after the
human brain. Just like our brains have interconnected neurons that
process information, artificial neural networks consist of layers of
nodes that analyze data, recognize patterns, and make decisions.

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