Python Basics & Syntax Data Types, Loops & Functions OOP in Python File Handling & Exception Handling Modules, Packages & Virtual Environments

NumPy Pandas Data Cleaning & Visualization REST APIs & JSON Web Scraping Basics

Generative AI Fundamentals How LLMs Work (Tokens, Context, Embeddings) Prompt Engineering Techniques OpenAI, Gemini & Claude APIs Hugging Face Basics

Git & GitHub Basics VS Code & Jupyter Notebook Postman for API Testing Environment Variables & API Key Security

LangChain LlamaIndex RAG (Retrieval-Augmented Generation) Vector Databases (FAISS, ChromaDB) Embeddings & Semantic Search

AI Agents Fundamentals LangGraph Multi-Agent Systems Function Calling & Tool Use n8n Workflow Automation

Scikit-learn Supervised & Unsupervised Learning Neural Network Basics Fine-Tuning Basics Model Evaluation

FastAPI Streamlit Gradio Docker Basics Cloud Deployment (Render, Hugging Face Spaces)

Advanced RAG (Hybrid Search, Re-ranking) Fine-Tuning LLMs (LoRA, PEFT) Open-Source LLMs (Llama, Mistral, Ollama) LLM Evaluation & Guardrails MCP (Model Context Protocol) Basics Monitoring, Logging & Cost Optimization

AI Chatbot with Memory PDF Summarizer & Q&A Tool YouTube Video Summarizer AI Resume Analyzer AI Image Caption Generator Text to SQL Query Generator Email Auto-Reply Generator Voice Assistant (Speech to Text + AI)

RAG Chatbot for Company Documents AI Customer Support Agent AI Code Reviewer & Debugger Personalized Study Plan Generator AI-Powered Medical Symptom Checker Multi-Agent Research Assistant Fake News Detector AI Interview Preparation Bot

Final Capstone Project (GenAI Application) Project Deployment on Cloud GitHub Portfolio Setup Resume & LinkedIn Optimization Mock Interview & Project Presentation

AI Document Intelligence System (OCR + RAG) Text to SQL Business Analytics Assistant AI Sales & Lead Qualification Agent Multi-Modal AI App (Text + Image + Voice) AI Resume Screener & Interview Bot WhatsApp AI Chatbot with n8n Automation Local LLM Chatbot with Ollama

Client-Based Live Project (Real Requirement) Full Stack AI SaaS Application (FastAPI + React) AI Agent for Business Process Automation Enterprise Knowledge Base Chatbot AI-Powered Analytics Dashboard Project Documentation & Code Review Weekly Demo & Mentor Feedback

Final Capstone Project (Production-Ready GenAI App) Cloud Deployment & Live Demo GitHub Portfolio & Technical Documentation Resume, LinkedIn & Naukri Profile Optimization Mock Technical Interviews Final Project Presentation