Machine_Learning_Coursera

Coursera Machine Learning exercises(exported from MatLab)

Start: February 9, 2020. Finish: April 2, 2020.

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TOTAL:

• Week 1
  1. Introduction
  2. Linear Regression with One Variable
  3. Linear Algebra Review
• Week 2
  1. Linear Regression with Multiple Variables
  2. Octave/Matlab Tutorial
• Week 3
  1. Logistic Regression
  2. Regularization
• Week 4
  1. Neural Networks: Representation
• Week 5
  1. Neural Networks: Learning
• Week 6
  1. Advice for Applying Machine Learning
  2. Machine Learning System Design
• Week 7
  1. Support Vector Machines
• Week 8
  1. Unsupervised Learning
  2. Dimensionality Reduction
• Week 9
  1. Anomaly Detection
  2. Recommender Systems
• Week 10
  1. Large Scale Machine Learning
• Week 11
  1. Application Example: Photo OCR