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Python Programming NumPy Essentials

Python Programming

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Module 1 — Python Fundamentals

Python Setup and First Program

Variables, Data Types and Operators

Control Flow: Conditionals and Loops

Functions and Scope

Lists, Tuples and Dictionaries

Sets and Comprehensions

Hands-on: Building a Python CLI Tool

Module 2 — Object-Oriented Python and File Handling

Classes and Objects

Inheritance and Polymorphism

Encapsulation and Magic Methods

Exception Handling

File I/O: Reading and Writing

Working with JSON and CSV

Hands-on: Library Management System

Module 3 — Libraries, APIs and Data

Working with Third-Party Libraries

NumPy Essentials

pandas: DataFrames Basics

Data Cleaning and Transformation

HTTP Requests with Requests Library

REST APIs with Flask

Hands-on: Data Analysis on Real Dataset

Module 4 — Django, Automation and Capstone

Django Project Structure and Models

Django Views, Templates and URLs

Django ORM and Admin Panel

Web Scraping with BeautifulSoup

Automation and Scripting Projects

Testing and Debugging in Python

Capstone: Full Django Application and Interview Prep

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