Introduction
  • Introduction Machine Learning Using Python
Usage of Machine Learning Packages in Python
  • Installation of Python
  • Example of Machine Learning Using Python
  • Example of Machine Learning Using Python Continues
Linear Regression
  • Linear Regression in ML
  • Linear Regression Example
  • Linear Regression Example Continues
  • Support Vector Algorithm in ML
Classifier and Python Package
  • Decision Tree Classifier
  • Random Forest Classification
  • K Mean Clustering
  • Apriori Python Package
  • Apriori Python Package Continues
Evaluation Metrics
  • Evaluation Metrics
  • Example of Evaluation Metrics
  • Confusion Matix in Evaluation Metrics
  • Classification Reports in Evaluation Metrics
  • Example of MAE, MSE and Variance using Evaluation Metrics
  • Sea Born Example using Evaluation Metrics
  • Scatter Matrix using Evaluation Metrics
Missing Value
  • Handling Missing Values in Python
  • Handling Missing Values in Python Continues
  • Exception Handling in Python
  • More on Exception Handling in Python