LLM

Fundamentals

• Intro
• Models
• Voice Models
• Limitations & Problems
• Ethics
• Pricing & Costs

Building LLM Apps

• Building
• Libraries
• Tools
• Langchain
• LangGraph to Data Warehouse
• Design Patterns

Agents

• Agents Overview
• Frameworks & Tools
• Agentic Frameworks Deep Dive
• LangGraph vs Semantic Kernel
• Frontend UI Frameworks

RAG

• RAG Overview
• RAG Hackathon Questions
• RAG Interview Questions

Prompting

• Prompt Engineering
• Prompt Examples
• Coding Prompts
• Context Engineering

MCP

• Model Context Protocol
• MCP vs REST API

Code Generation

• Code Generators
• Claude Code
• Gemini Code Assist
• Harness

Evaluation & Monitoring

• Benchmarking & Monitoring
• Evaluation
• Tuning

Use Cases

• FinTech Use Cases
• Natural Language to SQL
• GenAI Projects
• Data Security Best Practices

Interview Prep

• Interview Questions
• Top 50 Questions
• GenAI Engineer Questions
• HR Questions

GenAI Landscape

AI Engineer Roadmap