In Part 1, you learned how the Lakehouse and Medallion architecture organize data into Bronze, Silver, and Gold layers, and how to ingest raw data from Amazon DynamoDB into a Bronze Delta table on ...
Modern data platforms are converging around the Lakehouse idea: a single system that combines the scalability of data lakes with the reliability and governance of data warehouses. Databricks is one...
The Model Context Protocol (MCP) is a standardized protocol that enables Large Language Models (LLMs) to securely access external tools, data sources, and services. Instead of hardcoding API integr...
Table of Contents Introduction to Multi-Agent Systems Core Concepts & Theory Week 6: Orchestration Patterns Week 7: Advanced Patterns Week 8: CrewAI & Production Real-World Pro...
Table of Contents Introduction to Memory Systems Core Concepts & Theory Week 5: Short-Term Memory Week 6: Long-Term Memory & Integration Real-World Projects Production Implemen...
Table of Contents Introduction to LangGraph Core Concepts & Theory Week 4: Graph Fundamentals Week 5: Advanced Workflows Real-World Projects Production Deployment Introduction to...
Table of Contents Introduction to Tool Integration Core Concepts & Theory Week 3: Tool Fundamentals Week 4: Advanced Tool Integration Real-World Projects Testing & Production ...
Table of Contents Introduction to RAG Core Concepts & Theory Week 2: RAG Fundamentals Week 3: Advanced RAG Implementation The Baseline Stack Advanced Retrieval Strateg...
Table of Contents Introduction Week 1: Core Concepts Week 2: Chains and Advanced Concepts Practical Exercises Debugging and Best Practices Introduction What is LangChain? LangChain i...
The Comprehensive Roadmap to Building Production-Ready AI Applications Status: Updated for 2026 Duration: 8 Weeks (Self-Paced) Prerequisites: Python, Basic SQL 📋 Program Overview Welcome to the ...