AI Engineering Roadmap
Step by step guide to becoming an AI Engineer in 2025. Learn from beginner to Staff Engineer level with comprehensive, hands-on tutorials.
Beginner
3 tutorialsIntroduction to AI Engineering: What You Need to Know
Learn what AI Engineering is, how it differs from other AI roles, and what skills you need to get started. Perfect for beginners exploring AI careers.
Prerequisites:
Basic programming knowledge (any language), Curiosity about AI
Python Fundamentals for AI Engineering
Master Python essentials needed for AI Engineering. Learn syntax, data structures, APIs, and libraries used in AI development.
Prerequisites:
Basic programming concepts (any language)
Understanding Large Language Models (LLMs)
Learn what LLMs are, how they work at a high level, and how to use them effectively in your applications.
Prerequisites:
Basic understanding of AI/ML concepts
Intermediate
2 tutorialsPrompt Engineering: Mastering LLM Interactions
Deep dive into prompt engineering techniques. Learn advanced strategies for getting the best results from LLMs, including few-shot learning, chain-of-thought, and prompt optimization.
Prerequisites:
Understanding of LLMs, Basic Python...
Building AI Applications with LangChain
Learn to build sophisticated AI applications using LangChain. Master chains, agents, memory, and advanced patterns for production applications.
Prerequisites:
Python proficiency, Understanding of LLMs...