Completed
- MNIST Tutorial Starts
Class Central Classrooms beta
YouTube playlists curated by Class Central.
Classroom Contents
Deep Understanding of MNIST Problem and Its CNN Solution Using CNN Explainer
Automatically move to the next video in the Classroom when playback concludes
- 1 - MNIST Tutorial Starts
- 2 - Google Colab notebook
- 3 - Coding Keras Mnist solution
- 4 - Running Keras Solution
- 5 - Assistance for Beginners
- 6 - Model Compile
- 7 - Model Training
- 8 - Restarting from Top
- 9 - Understanding Classes
- 10 - Introducing CNN Explainer
- 11 - Source Dataset
- 12 - Loading Source Dataset
- 13 - Train and Test Dataset
- 14 - Source image dimension formatting
- 15 - Format Target Categorical
- 16 - CNN Config
- 17 - Batch Size and epochs
- 18 - Model Recompilation
- 19 - Model Re-training start
- 20 - Cross-Validation
- 21 - CNN Explainer Assistance
- 22 - Flatten
- 23 - Using Bias Setting
- 24 - Dropout
- 25 - Final Dense output layer
- 26 - Evaluate Model
- 27 - Source Code at GitHub
- 28 - RECAP
