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Machine Learning System Design Interview - Valerii Babushkin

Machine Learning System Design Interview - Valerii Babushkin

FromDataTalks.Club


Machine Learning System Design Interview - Valerii Babushkin

FromDataTalks.Club

ratings:
Length:
55 minutes
Released:
Feb 18, 2022
Format:
Podcast episode

Description

We talked about:

Valerii’s background
Who goes through an ML system design interview
System design VS ML System design
Preparing for ML system design interviews
Machine learning project checklist
The importance of defining a goal and ways of measuring it
What to do after you set a goal
Typical components of an ML system
Applying ML systems to real-world problems
System design and coding in interviews for new graduates
Humans in the validation of model performance


Links:

Valerii's telegram channel (in Russian): t.me/cryptovalerii

Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html
Released:
Feb 18, 2022
Format:
Podcast episode

Titles in the series (100)

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