B.Tech training framework for engineering students.

1. Python Fundamentals

• Syntax, variables, operators, input/output

• Control structures: loops, conditionals

• Functions and modular programming

2. Data Structures & Algorithms

• Lists, tuples, sets, dictionaries

• Stacks, queues, linked lists

• Searching and sorting algorithms

3. Object-Oriented Programming

• Classes, objects, inheritance, polymorphism

• Encapsulation and abstraction

• Design patterns in Python

4. File Handling & Databases

• Text, CSV, JSON file operations

• SQLite/MySQL integration

• CRUD operations

5. Libraries & Frameworks

• NumPy, Pandas, Matplotlib for data analysis

• Flask/Django basics for web development

• Requests & APIs

6. Advanced Topics

• Exception handling, decorators, generators

• Multithreading & multiprocessing

• Regular expressions

7. AI & ML Introduction

• scikit‑learn basics

• TensorFlow/PyTorch introduction

• Simple ML models (classification, regression)

8. IoT & Cloud Integration

• Raspberry Pi + Python

• MQTT protocol for IoT

• Python with AWS/Azure APIs

9. Capstone Projects

• Chatbot using NLP

• IoT sensor data visualization

• Web app with Flask/Django

• AI‑based recommendation system.

• Build strong foundations in Python programming.

• Apply Python to data structures, algorithms, and system design.

• Explore AI, ML, IoT, and cloud integration.

• Prepare students for projects, internships, and placements