• Welcome and build rapport with students
• Introduction to the course (syllabus)
• Future scope of Data science with Python
• Onboarding to Learning platform (Google classroom platform)

• What is python? What are the features of Python?
• Obtaining and Installing Python3
• Obtaining and Installing Integrated Development Environment (IDE) like VSCode
• Virtual Environments and Package Management with pip/uv
• Introduction to Google Colaboratory
• Setup Jupyter notebook locally
• “First Python program: Hello World”
• Interactive Mode vs Script Mode

Class work: Write a python program to draw a triangle shape using print statements only.

• Comments and Indentation
• Operators vs Operands vs Expressions
• Types of Operators and Operators Precedence

Classwork: Experiment python expressions in interactive mode

• Variables 
• Rules for Creating Variables
• Naming Conventions: Camel Case, Pascal Case, Snake case
• Python Keywords and Identifiers

Classwork: Write a program to swap 2 variables using temporary variable

• Live Quiz

• Assignments: Related to variables

• Data Type vs Data Structure
• Python Data Types Taxonomy
• Example of Basic Data type 
• Lab: Setting and Getting the Basic Data Type
• Type casting / Type Conversion

Classwork: Develop basic calculator app for the user

• String
• List 
• Tuple
• Set 
• Dictionary

• If statement: How python program enters if blocks?
• Simple if else statements
• Lab: Simple if else statements
• Nested if else statements
• Lab: Nested if else statements
• Shorthand if…..else statements/Ternary Operators
• Lab: Shorthand if…..else statements/Ternary Operators
• pass keyword

• While Loop
• Break and continue statement
• Infinite Loop
• For Loop
• Loop over a sequence (string, list, tuple, set, dictionary)
• Loop using range() function
• Simple vs nested for loops

• Anatomy of function
• Creating function through def keyword
• Arguments, Parameters, and Return keywords
• Local variable vs global variable
• Arbitrary positional arguments, *args
• Keyword & Arbitrary keyword arguments, **kwargs
• Default parameter value
• pass keyword
• Recall predefined functions
• Recursion vs Tail Recursion

• Introduction
• Limitation of procedural programming
• Key principles of object-oriented programming
• Create a custom class and a object
• Creating a class attributes
• Creating a instance attributes
• __new__ () vs __init__()
• Creating methods in a class
  • Class methods
  • Instance methods
• Encapsulation
• Inheritance and Implementation Sharing
  • Single Inheritance
  • Multiple Inheritance
  • Multilevel Inheritance
  • Hierarchical Inheritance
• Polymorphism and duck-typing
  • Function polymorphism
  • Class polymorphism
  • Inheritance class polymorphism
• Abstract classes
• Dunder or magic methods in python

• Different modes of opening files 
• Context managers
• with keyword vs built-in open() function
• Reading files: read() readline() readlines()
• Closing files: with keyword vs built-in close() function
• Reset file pointer: seek() method
• Different types of file writing modes
• os module for file operations
• Text file vs binary file vs CSV file vs JSON fill

• Introduction to Exception and Different types of common Exceptions
• try except block
• try except else block
• try except finally block
• raise an exception
• Importance of Exception Handling in production system

• Logging Practical Implementation In Python
• Logging With A Real World Example

• Introduction to Database
•  File database vs server oriented database
• What is SQL? SQL Data Types
• CRUD operations (CREATE, SELECT, UPDATE, DELETE)

Tools: DBeaver

• How Git Works
• Installing Git on your machine
• Git Setup (Login)
• Creating and Cloning Repository
• Useful Git Commands: 
  • git status, git branch, git fetch, git pull, git checkout, git add, git commit, git push, git stash, git rebase, git reset.
• GitHub Actions for CI/CD

• Getting Started: Printing a Variable’s Value
• Using Breakpoints
• Essential pdb Commands

• Project: Scrape data, store in SQL, Analyze the data & plot the visualization, Push to GitHub

• File Organization project