Lesson 1: Introduction

• • Overview of Python
  • History and Features of Python
  • Setting up the Environment
  • Writing and Executing the First Python Programme

Lesson 2: Basics of Python

• • Python Syntax and Semantics
  • Variables and Data Types
  • Input and Output
  • Basic Operators (Arithmetic, Relational, Logical, Assignment, Bitwise)

Lesson 1: Conditional Statements

• • if, else, elif
  • Nested if-else

Lesson 2: Loops

• • for loop
  • while loop
  • Nested loops
  • break, continue, and pass

Lesson 1: Functions

• • Defining and Calling Functions
  • Function Arguments (Default, Keyword, Arbitrary)
  • Return Statement
  • Lambda Functions

Lesson 2: Modules

• • Importing Modules
  • Standard Library Modules
  • Creating and Using Custom Modules

Lesson 1: Lists

• • Creating and Accessing Lists
  • List Methods and Operations
  • List Comprehensions

Lesson 2: Tuples

• • Creating and Accessing Tuples
  • Tuple Methods and Operations

Lesson 3: Dictionaries

• • Creating and Accessing Dictionaries
  • Dictionary Methods and Operations

Lesson 4: Sets

• • Creating and Accessing Sets
  • Set Methods and Operations

Lesson 1: Working with Files

• • Opening, Reading, and Writing Files
  • File Methods
  • Working with File Paths
  • Exception Handling in File Operations

Lesson 1: Classes and Objects

• • Defining Classes
  • Creating Objects
  • Attributes and Methods

Lesson 2: Inheritance

• • Types of Inheritance
  • Method Overriding
  • The super() Function

Lesson 3: Polymorphism

• • Method Overloading
  • Operator Overloading

Lesson 4: Encapsulation and Abstraction

• • Access Specifiers
  • Getter and Setter Methods

Lesson 1: Handling Exceptions

• • try, except, else, finally
  • Built-in Exceptions
  • Raising Exceptions
  • Custom Exceptions

Lesson 1: Iterators and Generators

• • Understanding Iterators
  • Creating and Using Generators

Lesson 2: Decorators

• • Function Decorators
  • Class Decorators

Lesson 3: Context Managers

• • Using a Statement
  • Creating Custom Context Managers

Lesson 1: NumPy

• • Arrays and Matrices
  • Array Operations

Lesson 2: Pandas

• • DataFrames and Series
  • Data Manipulation

Lesson 3: Matplotlib

• • Plotting Graphs
  • Customising Plots

Lesson 4: Web Development with Flask/Django

• • Introduction to Flask/Django
  • Creating Simple Web Applications

Lesson 1: Introduction to Data Science

• • Overview of Data Science
  • Python Libraries for Data Science

Lesson 2: Machine Learning Basics

• • Supervised and Unsupervised Learning
  • Implementing Simple Algorithms with sci-kit-learn

Lesson 1: Capstone Project

• • Project Planning and Implementation

Lesson 2: Course Assessment

• • Final Assessment and Certification