AI Engineering Course

Designed to help software engineers transition to AI engineering. This course includes detailed breakdowns of vector databases, indexing, large language models, and the attention mechanism.

At the end of this course, you will know how LLMs work and use them to build real-world applications.

Gaurav Sen

Ex Software Engineer @ Uber, Directi

4.7 (1220)

6489+ Students

Last updated on 02/2026

AI Engineering Course

4.7 (1220)

6489+ Students

Last updated on 02/2026

What will you learn?

Build mental models for how GPT-style LLMs work.

Understand tokenization, embeddings, attention, and masking.

Optimize LLM inference using caching, batching, and quantization.

Design and deploy RAG pipelines with vector databases.

Compare prompting, fine-tuning, and agent-based architectures.

Debug, monitor, and scale LLM systems in production

Course Content

AI Engineering

9 Chapters

31 Videos

9 Quiz

11 Resources

2 Free Previews

Who is this course for?

2 Videos

2 Free Previews

Course Intro

02:00 min

Usecase

01:47 min

What are Vectors?

5 Videos

2 Quiz

What is a large language model?

4 Videos

1 Quiz

LLM Internals

4 Videos

1 Quiz

Core Optimizations

3 Videos

1 Quiz

Tradeoffs in LLMs

4 Videos

1 Quiz

Reasoning in Large Language Models

4 Videos

1 Quiz

Transformers Deep Dive

2 Videos

1 Quiz

MCP, Agents and Practical Applications

3 Videos

1 Quiz

Meet Your Instructor

Gaurav Sen

Ex Software Engineer @ Uber, Directi

Gaurav Sen is the founder of InterviewReady. He has expertise in machine learning and distributed systems from working at Uber and Directi. He has previously spoken at the University of Houston-Texas, IIT Gandhinagar, and BITS Hyderabad. Gaurav's YouTube channel on system design and AI has over 600k followers.

Used By Engineers Worldwide

View All Testimonials

I cleared System Design interviews at Facebook and Amazon using the InterviewReady course. Btw, the first lesson at InterviewReady was asked in my interview!

Neer PatelSDE at Google

This course is awesome! It helped me understand how large scale systems work. Definitely worth it if your looking to get better at design.

Ashish VasavaProduct Manager at Cognistx AI, Pittsburgh

The course has been great in my learning journey. I enrolled for system design preparations. Good to see lots of new content getting added continuously.