Welcome to deeplearning in 540 minutes!

Version 1.0+dirty

The content below provides a high level overview on the content to teach.

Lesson Modules

• Lesson 01: Preface
  • Learning Objectives
  • Content
• Lesson 02: Enter Clustering
  • Learning Objectives
  • Content
  • Check your Learning
  • Exercises
  • Data sets
• Lesson 03: From Clustering To Classification
  • Learning Objectives
  • Content
  • Check your Learning
  • Exercises
  • Data sets
• Lesson 04: Classification Performance ROCs
  • Learning Objectives
  • Content
  • Check your Learning
  • Exercises
  • Data sets
• Lesson 05: Introduction Deep Learning
  • What is AI?
  • No More Feature Engineering
  • The Deep Learning Workflow
  • Exercises
• Lesson 06: Classification by a Neural Network using Keras
  • Check Your Learning
  • Exercises
• Lesson 07: Monitor the training process
  • Content
  • Check your Learning
  • Exercises
• Lesson 08: Networks are like onions
  • Content
  • Check your Learning
  • Exercises
• Lesson BONUS: How did we train?
  • Learning Objectives
  • Content
  • Check your Learning
  • Exercises

For Instructors

Extras

• Lesson Design
  • Group work organization
  • Lesson
  • Audience
  • Pre-Workshop Survey

Deprecated Material (will be removed in the next release)

• Deprecated Lesson 01: Diving into Regression
• Deprecated Lesson 05: Neural Networks as Code
• Deprecated Lesson 06: How did we train
• Deprecated Lesson 07: CNNs
• Deprecated Lesson 08: Capstone

Indices and tables

• Index

• Module Index

• Search Page