Machine Learning

Course information

• URL: https://www.coursera.org/learn/machine-learning
  • Update: Currently a different but related course is hosted on the above url.
• Instructor: Andrew Ng (Stanford University)
• Year: 2013
• Platform: Coursera

Assignment Solutions

• Exercise 1: Linear Regression
  • Handout
  • Code
• Exercise 2: Logistic Regression
  • Handout
  • Code
• Exercise 3: Multi-class Classification and Neural Networks
  • Handout
  • Code
• Exercise 4: Neural Networks Learning
  • Handout
  • Code
• Exercise 5: Regularized Linear Regression and Bias v.s. Variance
  • Handout
  • Code
• Exercise 6: Support Vector Machines
  • Handout
  • Code
• Exercise 7: K-means Clustering and Principal Component Analysis
  • Handout
  • Code
• Exercise 8: Anomaly Detection and Recommender Systems
  • Handout
  • Code

Certificates

• Statement of Accomplishment
• Grades Achieved: 98.2 %

Related Courses

• Neural Networks for Machine Learning
• Distributed Machine Learning with Apache Spark