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Beginner course

Neural Networks for Everyone

No advanced mathematics required. Each short lesson uses familiar examples to explain one important idea.

6 lessons2–5 minutes eachReal-world examples
Start Lesson 1
A zebra image passing through visual neural network layers
Course roadmap

Lessons

01

What Is a Neural Network?

See how a computer learns to tell a dog from a zebra.

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Inputs, Weights, Bias, and Neurons

Learn how small pieces of information become one decision.

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Activation Functions

Meet the gate that decides which signals move forward.

Open lesson →04

Layers and Deep Learning

Follow simple features as they become complete objects.

Open lesson →05

How a Neural Network Learns

See how feedback helps a network improve its weights.

Open lesson →06

Classification, Regression, and Clustering

Compare three common ways computers learn from data.

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