Introduction to Crash Course
Explore the foundational concepts critical to AI engineering interviews. This lesson introduces the course structure, core topics like transformers, model training, and production systems, and prepares learners with the mental models required to succeed in AI engineering roles focused on large language models.
We'll cover the following...
If you are reading this, you are probably not new to tech. You know how to code, you have shipped something, and you understand enough about machine learning to know that the field has moved dramatically in the last two years. What you need is not a gentle on-ramp. If you are short on time and want a focused, efficient path to interview readiness, you need a fast, dense pass through exactly the material that shows up in AI engineering interviews at companies building with large language models.
That is what this crash course is.
Thirteen lessons. Every major topic that interviewers probe, from the learning mechanics that underlie every neural network to the production engineering practices ...