/Practical-Machine-Learning-With-Python

Machine Learning Tutorials in Python

Primary LanguageJupyter Notebook

Practical-Machine-Learning-with-Python

Machine Learning tutorials in Python

  1. Part - 1 [ Theory ][ Code ]
  • What is Machine Learning and Types of Machine Learning?
  • Linear Regression
  • Gradient Descent
  • Logistic Regression
  • Overfitting and Underfitting
  • Regularization
  • Cross Validation
  1. Part - 2 [ Theory and Code ]
  • Naive Bayes
  • Support Vector Machines
  • Decision Tree
  • Random Forest and Boosting algorithms
  • Preprocessing and Feature Extraction techniques