Machine Learning and Artificial Intelligence with Python Course in Chandigarh Mohali

• Introduction to Python
• Installing Python and Jupyter on Windows
• Python Data Types PART-1
• Python Data Types Part2
• Python Data Types Part3
• Control Flow in Python
• For Loop in Python
• While Loop in Python
• Methods and Functions in Python

• Arguments and Keyword Arguments in Python
• Map Filter and Lambda Expressions in Python
• Nested Statements and Their Scope
• Introduction to OOP in Python
• Object Oriented Programming in Python Part2
• Inheritance in Python
• Polymorphism in Python

• Dunder methods in Python
• Modules and Packages
• Writing Modules and Packages
• Name and Main
• Errors and Exceptions Handling
• Testing Tool Pylint in Python
• Testing Tool Unittest in Python
• Decorators in Python
• Generators in Python

• Collections Module in Python Part-1
• Collections Module in Python Part-2
• Datetime Module in Python
• Python Debugger and Timit
• Regular Expressions in Python

• IO Module and Advance Numbers in Python
• GUI in Python
• Advance Data Types Part-1
• Advance Data Types Part-2
• Final Capstone Project

Projects

• Python Games Projects Flappybird and Pacman

• Introduction to Machine Learning
• Machine Learning Process
• Machine Learning Task
• Fuzzy Logic

• Supervised Learning
• Regression
• Classification
• Unsupervised Learning

• Reinforcement Learning
• Regression Algorithms
• Co-Relation

• Numpy
• Pandas
• SeaBorn

• Matplot
• skLearn
• Jupyter
• Final Project