Introduction to Machine Learning with Python
Learning Objectives: In this module, you will learn the concept of Machine Learning and its types.
Topics:
• Python Revision (numpy, Pandas, scikit learn, matplotlib)
• What is Machine Learning?
• Machine Learning Use-Cases
• Machine Learning Process Flow
• Machine Learning Categories
• Linear regression
• Gradient descent
Hands On/Demo:
• Linear Regression – Boston Dataset
Skills:
• Machine Learning concepts
• Machine Learning types
• Linear Regression Implementation