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
