Python-Machine-Learning

• Classification

  • K Nearest Neighbours

  • Decision Trees

  • Naive Bayes

  • Logistic Regression [scikit-learn]

  • Support Vector Machine [scikit_learn]

  • Linear Discriminant Analysis

  • Case: Titanic: Machine Learning from Disaster [Kaggle]

  • Case: Meeting Supply and Demand

• Regression

  • Linear Regression [scikit-learn]

  • Decision Tree

  • Case: Housing Pricing

• Dimensionality Reduction

  • PCA [scikit-learn]

• Clustering

  • k-means

  • collaborative filtering