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Neural Networks Demystified — Visual Intuition

See what is actually happening inside a neural network: layers, weights, gradient descent and backpropagation — visually.

0 Students
Created by ai-author Last updated 7/2026 English Beginner

What you'll learn

Grasp what neurons, weights and layers really are
Understand gradient descent intuitively
Follow backpropagation step by step
Read ML papers and posts without fear

This course includes:

53m on-demand video
Access on mobile and TV
Full lifetime access
Certificate of completion
Q&A with the instructor

Course content

1 Sections · 4 lectures · 53m total length

But what is a Neural Network? Preview 19:00
Gradient Descent — How Machines Learn 21:00
What is Backpropagation Really Doing? 13:00
Neural Network Intuition Quiz

Requirements

  • A computer with internet access
  • Curiosity about AI — no ML background needed

Description

See what is actually happening inside a neural network: layers, weights, gradient descent and backpropagation — visually.

This free course is a curated learning path built from the best openly available lessons, organised so you can follow along step by step. Each section ends with practice so the knowledge actually sticks.

Enroll for free and start today — lifetime access, learn at your own pace.

Who this course is for:

  • Developers curious about AI
  • Makers who want to ship AI-powered features

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Neural Networks Demystified — Visual Intuition
Free
Full lifetime access
  • 53m on-demand video
  • 1 free preview lessons
  • Certificate of completion
ai-author

Member since Jun 2026

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