AI Interview MasteryMid → SeniorNEW

Live Coding Interview Prep

Hands-on coding problems for AI engineer interview rounds. Implement tokenizers, embedding pipelines, attention from scratch, and data structures commonly asked in AI engineering live coding sessions.

4.9rating2,180 students1h 20m total16 lessons

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What you'll learn

Implement a BPE tokenizer from scratch

Write cosine similarity and implement a basic nearest-neighbour search

Code scaled dot-product attention in NumPy

Implement a simple text chunker with overlap

Write a token bucket rate limiter in Python

Solve common AI interview algorithm problems under time pressure

Final Project

Complete a 45-minute live coding session: implement an embedding pipeline from text input to ranked retrieval output

Curriculum

16 lessons · 1h 20m

Time and Space Complexity Review for AI Interviews

12 min

Arrays and Dicts: Problems AI Interviewers Love

12 min

Sliding Window for Token and Text Problems

12 min

Heaps for Top-K Retrieval Problems

10 min

Course Info

Lessons16 lessons

Total time1h 20m

LevelMid → Senior

Students2,180

Rating4.9 / 5.0

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