63 min listen
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
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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