Generative Ai

         

🎯 Learn AI/ML Interactively

I built [AI-ML Companion](https://aimlcompanion.ai) - every AI, ML, GenAI and Agentic AI concept covered here, taught visually with animated diagrams, quizzes, and hands-on Python.

260+ modules • 20 tracks • 9 real-world projects • 11 tracks free to start

[](https://aimlcompanion.ai)

Your go-to hub for end-to-end GenAI learning. ⭐ Star this repo to stay updated with the latest GenAI resources :)

📚 Table of Contents

• Documentation & Learning Resources
• Practical Use Cases & Projects

📖 Documentation & Learning Resources

🎯 Getting Started

• [GenAI Roadmap](./GenAI_Roadmap.md) - Your complete learning path for GenAI
• [AI/ML Roadmap](./docs/ai_ml_roadmap.pdf) - Comprehensive AI/ML learning guide
• [AI-ML Companion](https://aimlcompanion.ai/) - Interactive AI/ML learning platform with 17 tracks, 250+ modules, visualizations, quizzes, and hands-on coding (ML fundamentals → LLMs → MLOps)
• [Essential GenAI Terms](./docs/essential-terms-genai.pdf) - Key terminology and concepts
• [LLM Fundamentals](./docs/llm_fundamentals.pdf) - Core concepts of Large Language Models

🧠 Core Concepts & Guides

• [Vector Embeddings Guide](./docs/vector-embeddings-guide.pdf) - Understanding vector representations
• [Prompt Engineering](./docs/prompt_engineering.ipynb) - Crafting effective prompts
• [AI Patterns](./docs/ai-patterns.pdf) - Top 25 AI design patterns
• [ML Reference Guide](./docs/ml-reference-guide.pdf) - Machine learning reference

🏗️ Architecture & Technical Stack

• [GenAI Tech Stacks](./docs/genai-tech-stacks.pdf) - Technology stack overview
• [LLM Providers](./docs/llm_providers.pdf) - Comparison of LLM providers
• [Advanced RAG Decision Flow](./docs/advance-rag-decision-flow-chart.pdf) - RAG architecture guide
• [GenAI Project Lifecycle](./docs/genai-project-lifecycle.pdf) - End-to-end project guide

☁️ Cloud Platform Guides

• [GenAI on AWS](./docs/genai-with-aws-cloud.pdf) - AWS implementation | GitHub | YouTube
• [GenAI on Azure](./docs/genai-with-azure-cloud.pdf) - Azure implementation guide
• [GenAI on VertexAI](./docs/genai-with-vertexai.pdf) - Google Cloud Vertex AI guide

💼 Career & Interview Preparation

• [GenAI Interview Q&A](./docs/genai-interview-questions.pdf) - Common interview questions
• [Agentic AI Interview Q&A](./docs/agentic-ai-interview-questions.pdf) - Agent-specific interview prep
• [90+ Multi-Agentic AI Interview Q&A](./docs/multi-agentic-interview-qna-latest.pdf) - Multi-Agentic specific interview prep
• [AI Roles & Important Topics](./docs/ai-roles-important-topics.pdf) - Career paths and topics