Python for Machine Learning and Data Science
Course Overview
- Overview of Python
- Setting up the development environment
Python Basics
- Variables and Variable naming rules
- Data Type’s in Python
- Type function
- Type casting
- Local and Global scope of variable
- Operators and expressions
- f-string,read values from user
- Control flow: if, else, loops
Functions and Modules
- Function definition and calling
- Creating and using modules
Strings
- String methods
- Multiline string
Data Structures
- Creating and manipulating lists
- Understanding tuples
- Dictionaries and Sets
- Working with dictionaries
File Handling
- Reading and writing files.
- Working with different file formats.
Exception Handling
- Handling errors with try-except blocks
- Raising and handling custom exceptions
Object-Oriented Programming (OOP) in Python
- Classes and objects
- Inheritance and polymorphism
- Encapsulation and abstraction
This Course Include
- Language - English
- Mode: Online
- Full lifetime access
- Certificate of Completion
