Deep Learning - Deep Understanding by Visual Exploration
  • Before We Begin
  • What We Will Do
  • Visual Exploration - Tensorflow Playground
  • Preparing Data
  • Creating Basic Deep Neural Network (DNN)
  • Visual Exploration - Sigmoid Function (Activation Function)
  • Finding Parameters (Training our Deep Neural Network)
  • Visual Exploration - Signal Journey Through Deep Neural Network (2D)
  • Backpropagation Intro
  • Visual Exploration - Signal Journey Through Deep Neural Network (3D)
  • Visual Exploration - Visualizing Neurons of Our Deep Neural Network
  • Visual Exploration - Slices 2D (Neural Network's Magic Behind Good Predictions)
  • Visual Exploration - Slices 3D (How Exactly Neural Network Makes Predictions)
  • Visual Exploration - Decision Boundary (How Deep Neural Network Classifies Data)
  • Summary & Homework