Programming Basics

Introduction to data types and variables in Python programming

Working with lists and list operations in Python

Understanding and creating functions in Python

Control flow and conditional statements in Python

Introduction to for loops and iteration in Python

Understanding while loops and conditional iteration in Python

Advanced loop techniques and best practices in Python

Working with NumPy arrays for numerical computing in Python

Efficient vectorized operations and performance optimization in Python

Matrix operations and linear algebra with NumPy in Python

Introduction to Pandas DataFrames for data manipulation and analysis

Advanced Pandas DataFrame operations and data analysis techniques

Working with JSON data format for data exchange and storage in Python