Python Fundamentals

+

• Python Installation & Environment Setup
• Variables, Data Types & Operators
• Control Flow (if / else / loops)
• Functions & Lambda Expressions
• Exception Handling & Debugging
• Working with Files

Advanced Python Concepts

+

• Lists, Tuples, Sets & Dictionaries
• OOP Concepts (Class, Object, Inheritance)
• Polymorphism & Encapsulation
• Decorators & Generators
• Modules & Packages
• Virtual Environments & pip

Automation with Python

+

• Introduction to Automation
• File & Folder Automation
• Web Automation using Selenium
• Browser Automation & Web Scraping
• Email & WhatsApp Automation
• Task Scheduling & Cron Jobs

Data Handling & APIs

+

• Working with CSV, Excel & JSON
• API Concepts & REST APIs
• API Integration using Requests
• Authentication & Tokens
• Real-time Data Fetching

Artificial Intelligence Basics

+

• Introduction to AI & Machine Learning
• Supervised vs Unsupervised Learning
• AI Use Cases in Automation
• Model Training Concepts
• Working with AI APIs

Machine Learning with Python

+

• NumPy & Pandas for Data Processing
• Data Cleaning & Preprocessing
• Scikit-learn Introduction
• Regression & Classification Models
• Model Evaluation & Accuracy
• Basic Prediction Systems

AI Automation Projects

+

• AI-based Email Spam Detection
• Chatbot using Python
• Automated Data Analysis Tool
• AI-powered Recommendation System

Deployment & Tools

+

• Version Control with Git & GitHub
• Project Structuring Best Practices
• Basic Deployment Concepts
• Automation Scripts in Production

Capstone Project

+

• End-to-End Python AI Automation Project
• Problem Statement & Planning
• Automation + AI Integration
• Testing & Optimization
• Final Demo & Documentation