Swipe
SwipeSwipe
Swipe Apps

Paths

Motivation

Information

Swipe AI · free lessons

Learn Deep Learning & Neural Networks

9 short lessons from the first two levels of the Deep Learning & Neural Networks track — real examples, quick checks and a quiz after every chapter. About 5 minutes each.

Start with “Why Deep Learning Took Off” →

Level 1

Why Deep Learning Took Off

  1. 1Why Deep Learning Took Off→
  2. 2Going Deeper Than the Basics→
  3. 3Why Depth Actually Helps→

+ chapter quiz (10 questions) at the end

Level 2

Continue in the app: levels 3–10

The full Deep Learning & Neural Networks track goes much further. Here's what comes next:

Level 3🔒 in the app

Why Networks Need Non-Linearity · What an Activation Function Actually Does

Level 4🔒 in the app

A Network Built for Images · From Local Patterns to the Whole Picture

Level 5🔒 in the app

Networks Built for Order · Attention, Conceptually

Level 6🔒 in the app

Hyperparameters vs. Learned Parameters · Why Training Isn't Automatic

Level 7🔒 in the app

Starting From Someone Else's Head Start · Why This Actually Works

Level 8🔒 in the app

Bigger Generally Means More Capable · The Real Costs of Scaling Up

Level 9🔒 in the app

The Black Box Problem · Why This Actually Matters, and What Helps

Level 10🔒 in the app

The Deep Learning Toolkit, Tied Together · Common Misconceptions, Revisited