Generative AI & Large Language Models (LLMs) Engineering
Prompt Engineering, Transformers, RAG Architectures, Vector DBs, LangChain & Fine-Tuning
Master Generative AI engineering. Learn Transformer architectures, Attention mechanisms, advanced Prompt Engineering, Retrieval-Augmented Generation (RAG), Vector Databases, LangChain, and fine-tuning.
💡 Interactive Cloud IDE & Assessment
You can practice and run every code example directly in your browser with zero setup in ADV Lab Cloud IDE. Complete all chapters to earn your verified Certificate of Completion.
📚 Complete Course Syllabus & Step-by-Step Topics
Chapter 1: Generative AI Landscape & Foundation Models
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Generative AI Landscape & Foundation Models in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 2: Transformer Architecture & Self-Attention Explained
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Transformer Architecture & Self-Attention Explained in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 3: Prompt Engineering Patterns & Chain-of-Thought
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Prompt Engineering Patterns & Chain-of-Thought in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 4: Embeddings & Vector Representations
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Embeddings & Vector Representations in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 5: Vector Databases (Pinecone, Chroma, Milvus, Qdrant)
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Vector Databases (Pinecone, Chroma, Milvus, Qdrant) in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 6: Retrieval-Augmented Generation (RAG) Architecture
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Retrieval-Augmented Generation (RAG) Architecture in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 7: Building AI Agents with LangChain & LlamaIndex
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Building AI Agents with LangChain & LlamaIndex in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 8: Function Calling & Structured Outputs
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Function Calling & Structured Outputs in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 9: Fine-Tuning LLMs with LoRA and QLoRA
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Fine-Tuning LLMs with LoRA and QLoRA in Generative AI & Large Language Models (LLMs) Engineering.
Chapter 10: Deploying Production AI Systems & Guardrails
Learn the fundamental theory, syntax blueprint, memory model, architectural best practices, and real-world implementation of Deploying Production AI Systems & Guardrails in Generative AI & Large Language Models (LLMs) Engineering.
❓ Frequently Asked Questions (FAQ)
Is this Generative AI & Large Language Models (LLMs) Engineering tutorial suitable for freshers?
Yes, our curriculum starts from absolute fundamentals and systematically guides you to advanced industry standards with hands-on projects.
How do I run and test Generative AI & Large Language Models (LLMs) Engineering code?
Use our integrated ADV Lab cloud editor to execute and debug code directly in your browser with zero local software installation.
Will I get a Certificate of Completion?
Yes! Upon completing the course topics and assessment, you receive a free, publicly verifiable certificate.