Python Bootcamp

Categories: Development & Programming

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Course Content

UNIT 1: Python Foundations – Getting Started

Introduction to Programming Concepts
Installing Python, VS Code, Jupyter Notebook
Python Shell, Script Execution & IDE Setup
Variables, Keywords, and Data Types
Input/Output and Basic Operators
Understanding Python’s Indentation and Style

UNIT 2: Data Types & Operators in Depth

UNIT 3: Control Flow & Loops

UNIT 4: Functions and Modules

UNIT 5: Data Structures Mastery

UNIT 6: Object-Oriented Programming (OOP)

UNIT 7: File Handling & Exception Management

UNIT 8: Working with Libraries and APIs

UNIT 9: Data Handling and Visualization

UNIT 10: Web Scraping and Automation

UNIT 11: Databases and Integration

UNIT 12: Debugging, Testing & Deployment

UNIT 13: Capstone Project

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Course Content

UNIT 1: Python Foundations – Getting Started

Introduction to Programming Concepts

Installing Python, VS Code, Jupyter Notebook

Python Shell, Script Execution & IDE Setup

Variables, Keywords, and Data Types

Input/Output and Basic Operators

Understanding Python’s Indentation and Style

UNIT 2: Data Types & Operators in Depth

Numeric, String, Boolean, and None Types

Type Conversion, Immutability

String Slicing, Methods, and Formatting

Arithmetic, Logical, Comparison, and Bitwise Operators

Compound Expressions and Evaluation

UNIT 3: Control Flow & Loops

Conditional Statements (if, elif, else)

Nested Conditions and Logic Optimization

Looping Structures: for, while, nested loops

Loop Controls (break, continue, pass)

Iterators, Generators, and Loop Efficiency

UNIT 4: Functions and Modules

Defining and Invoking Functions

Arguments, Keyword & Default Parameters

Return Statements

Lambda, Map, Filter, Reduce

Scope and Lifetime of Variables

Creating and Importing Modules

Package Management with pip

UNIT 5: Data Structures Mastery

Lists, Tuples, Sets, and Dictionaries

Indexing, Slicing, and Mutability

Comprehensions and Advanced Manipulations

Nested Data Structures

Sorting, Searching, and Filtering Data

UNIT 6: Object-Oriented Programming (OOP)

Introduction to Classes and Objects

Instance, Class, and Static Variables

Methods, Constructors, and Destructors

Inheritance and Method Overriding

Polymorphism and Encapsulation

Operator Overloading and Magic Methods

UNIT 7: File Handling & Exception Management

Opening, Reading, and Writing Files

CSV, JSON File Parsing

with Statements and File Contexts

Exception Handling (try, except, finally)

Custom Exceptions

UNIT 8: Working with Libraries and APIs

Introduction to Libraries and Virtual Environments

Using requests, os, datetime, random

API Integration (GET, POST)

Data Extraction from JSON Responses

Automating Tasks with smtplib, os, shutil

UNIT 9: Data Handling and Visualization

Introduction to pandas and numpy

Reading/Writing CSV, Excel, and JSON Files

Data Cleaning and Transformation

Visualization Basics with matplotlib and seaborn

Generating Reports and Summaries

UNIT 10: Web Scraping and Automation

Basics of Web Scraping with BeautifulSoup

Accessing APIs and HTML Data

Task Scheduling and Automation

Automating File Operations

Using Selenium (Intro)

UNIT 11: Databases and Integration

SQLite and MySQL Basics

Connecting Python to Databases (sqlite3, mysql.connector)

CRUD Operations

SQL Query Execution in Python

Data Persistence for Applications

UNIT 12: Debugging, Testing & Deployment

Debugging Techniques with pdb and IDE Tools

Writing Unit Tests with unittest

Documentation with docstring and Markdown

Version Control (Git and GitHub Basics)

Packaging and Deployment

UNIT 13: Capstone Project

Choose any one: Personal Budget Manager

Chatbot using OpenAI API