PYTHON

Machine Learning with Python

OMEGA-304
  • Module 1 Introduction to Machine Learning
  • Module 2 Classification vs. Regression
  • Module 3 Linear Regression
  • Module 4 Bias-Variance Trade-off
  • Module 5 Dimensionality Reduction
  • Module 6 Cross Validation
  • Module 7 Training Models
  • Module 8 Logistic Regression
  • Module 9 K-Nearest Neighbors
  • Module 10 Support Vector Machines
  • Module 11 Decision Trees
  • Module 12 Random Forest
  • Module 13 Unsupervised Learning
  • Module 14 K-means Clustering