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

2. Part - 2 [ Theory and Code ]

• Naive Bayes
• Support Vector Machines
• Decision Tree
• Random Forest and Boosting algorithms
• Preprocessing and Feature Extraction techniques