Learning Path12hIntermediate

4 modules • 18 lessons

AI Engineering Foundations

Master the fundamentals of AI engineering — from LLMs and prompt design to embeddings, RAG pipelines, and production deployment.

Your Progress35%

1 of 4 modules completed

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What you will learn

Build production-ready implementations from core concepts.
Design scalable workflows with lessons, projects, and testing practices.
Understand system tradeoffs instead of memorizing isolated snippets.
Connect module topics into an end-to-end engineering roadmap.

Curriculum

1. LLM Fundamentals

4 Lessons • Completed

What Are Large Language Models?15m Tokenization & Context Windows20m Temperature, Top-P, and Sampling18m Module Quiz10m

2. Prompt Engineering

4 Lessons • 2/4 Completed

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Prompt Engineering Techniques25m Chain-of-Thought Prompting20m Few-Shot & Zero-Shot Prompting18m System Prompts & Role Definition22m

3. Embeddings & Vector Search

3 Lessons • Locked

4. RAG Pipelines

4 Lessons • Locked