Several videos presenting the practice required to pass machine learning design interviews. It will not be boring.
Machine Learning Design Questions
About the Author: AlgoExpert
AlgoExpert is a US technical-interview-preparation platform founded by Clément Mihailescu (a former Google engineer) — one of the most-used resources for the algorithm / data-structure portion of senior engineering interviews. The platform's distinctive contribution is the curated set of 160 hand-picked interview questions across difficulty tiers, each with video walkthroughs in multiple languages.
The platform has expanded beyond the original AlgoExpert track into SystemsExpert (system design), FrontendExpert (the browser / front-end interview rounds), MLExpert (machine learning interviews), ProgrammingExpert (the broader CS / coding skill foundation), and InfraExpert (infrastructure / DevOps interviews). The teaching style is rigorous and pattern-focused.
The CourseFlix listing under this source carries 8 AlgoExpert courses spanning that range. Material is paid; AlgoExpert runs on per-course or membership pricing on the original platform. Courses are aimed at engineers preparing for technical interviews at large tech companies.
Watch Online 5 lessons
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 1 | Design A Machine Learning Platform Demo | 33:59 | |
| 2 | Design Facebook Photo Tagging | 28:26 | |
| 3 | Design Amazon Alexa | 42:00 | |
| 4 | Design A Fake News Detector | 35:27 | |
| 5 | Design YouTube's Recommendation System | 44:05 |
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5 lessons · 3h 3m 57sLessons
- 1 Design A Machine Learning Platform 33:59
- 2 Design Facebook Photo Tagging 28:26
- 3 Design Amazon Alexa 42:00
- 4 Design A Fake News Detector 35:27
- 5 Design YouTube's Recommendation System 44:05
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