Course Content

1. Introduction

• Python and its uses
• Installing Python and VS Code
• Hello World Program in Python
• Some mathematical operations in Python
• Strings in Python
• Accepting Input from the user in Python
• Performing operations on a string in Python
• Variables in Python
• In-place operators in Python

2. Control structures in Python

• If statement
• Elif statement
• Introduction to list in Python
• List operations in Python
• List functions in Python
• Range function in Python
• Code reuse and functions in Python
• For loop in Python
• Boolean logic in Python
• While Loop in Python

3. Functions and Modules in Python

• Passing arguments to functions
• Making a function return value
• Passing functions as arguments
• Modules

4. Exception Handling and File Handling

• Errors and Exceptions
• Exception handling
• Finally Block
• File Handling
• Reading Data from a File

5. Some More Types in Python

• Dictionaries
• Dictionary Functions
• Tuples
• List Slicing
• List Comprehension
• String Formatting
• String functions
• Numeric Functions

6. Functional Programming in Python

• Functional Programming
• Lambdas
• Map
• Filters
• Generators

7. Object-Oriented Programming In Python

• Object Oriented Programming
• Inheritance
• Recursion
• Sets
• Itertools
• Operator Overloading
• Data Hiding

8. Pandas and Numpy

• Pandas Series
• Pandas Data Frames
• Pandas Read CSV
• Pandas Read JSON
• Pandas Cleaning Data
• Pandas Analyze Data
• Numpy Arrays
• Numpy Random
• Numpy ufunc

9. Additional

• SQL
• GitHub