Week 08 - System Design (Ads/Search) + ML Systems

Ads/search ranking + logging/feature store + evaluation.

Watch First

• Use the videos linked in each set.

Sets

• Day 1: 10-Sets/Set 50 - Chip Huyen Ch4 — Chip Huyen Ch4
• Day 2: 10-Sets/Set 51 - Ads Click Prediction — Ads Click Prediction
• Day 3: 10-Sets/Set 52 - Search Ranking — Search Ranking
• Day 4: 10-Sets/Set 53 - Deep dive- logging + feature store — Deep dive- logging + feature store
• Day 5: 10-Sets/Set 54 - Deep dive- evaluation & A - B — Deep dive- evaluation & A/B
• Day 6: 10-Sets/Set 55 - Mock system design 2 — Mock system design #2
• Day 7: 10-Sets/Set 56 - Review & consolidate — Review & consolidate

Deliverables

• Complete the Deliverables block in each set.

Reference

• 30-System-Design/References/Framework + Systems (Guide)
• 00-Start/References/Weekly Checklists (Guide)