AI Engineering Course

Week 1: LLM Foundations blog
Resources from Week 1 of the AI Engineering Course
Week 2: Adapting LLMs blog
Part two of the AI Engineering Course, focusing on adapting existing LLMs with post training work. It covers Retrieval Augmented Generation (RAG) and Fine Tuning.
Week 3: Agents blog
Week 3 is all about agents. Workflows, tools, multi-step agents, and the protocols and frameworks involved.
Week 4: Thinking and Reasoning Models blog
Complex prompts are better handled with multi-step logical answers. Reasoning models are still an LLM, but we add reasoning before the response is provided.
Week 5: Image and Video Generation blog
Overview of generative approaches to image and video generation. Includes text-to-image and text-to-video tasks.