Title: Machine Learning Security - Winter WC

Unit 0
  1 The Machine Learning Landscape
Unit 1
  2. End-to-End Machine Learning Project
  Quiz Ch 1
  Quiz Ch 2
Unit 2
  TBD
Unit 3
  3 Classification
  Quiz Ch 3
Unit 4
  4 Training Models
  Quiz Ch 4
Unit 5
  5 Support Vector Machines
  Quiz Ch 5
Unit 6
  6 Decision Trees
  Quiz Ch 6
Unit 7
  7 Ensemble Learning and Random Forests
  Quiz Ch 7
Unit 8
  8 Dimensionality Reduction
  Quiz Ch 8
Unit 9
  9 Unsupervised Learning Techniques
  Quiz Ch 9
Unit 10
  TBA
Unit 11
  10 Introduction to Artificial Neural Networks
  Quiz Ch 10
Unit 12
  11 Training Deep Neural Networks
  Quiz Ch 11
Unit 13
  12 Custom Models and Training with Tensorflow
Unit 14
  Holiday: No Class
  Quiz Ch 12
Unit 15
  13 Loading and Preprocessing Data with Tensorflow
  Quiz Ch 13
Unit 16
  Last Class: TBA
Unit 17
  Final Exam available online throughout the week. You can only take it once.
  MLS Final Exam