AI Engineering Roadmap
A comprehensive roadmap outlining the key skills needed to become a successful AI engineer, focusing on practical application and industry best practices. This roadmap incorporates principles of spaced repetition, interleaving, and feedback mechanisms to foster long-term retention and skill mastery. It addresses potential psychological barriers to learning and incorporates social learning aspects for enhanced motivation and engagement.
Flexible Schedule
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Program Modules
What You'll Accomplish
- Understand the core principles of Large Language Models (LLMs).
- Master prompt engineering techniques for effective LLM interaction.
- Implement retrieval-augmented generation (RAG) for enhanced context awareness.
- Design and build LLM-powered applications using orchestration frameworks.
- Develop robust evaluation and observability strategies for LLM applications.
- Cultivate a mindset conducive to building and iterating on AI-powered projects.
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Full program access + updates