ML system design
ML case studies
How real ML systems get built, written up by the teams that built them.
778
case studies
175
companies
12
domains
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LLMs & GenAI
239studies
UberDoordashGitHub
→Recommendations
131studies
PinterestNetflixLinkedIn
→Search & Ranking
102studies
InstacartExpediaAirbnb
→Operations
74studies
InstacartNetflixDoordash
→Forecasting
46studies
LyftUberSwiggy
→Content & NLP
45studies
WalmartGrammarlyShopify
→Fraud Detection
42studies
UberStripeWayfair
→Marketing & Ads
34studies
PinterestWayfairSpotify
→Personalization
22studies
Delivery HeroAirbnbMeta
→Infrastructure
19studies
LinkedInUberStitch Fix
→Computer Vision
16studies
AppleCanvaSpotify
→Customer Intelligence
8studies
WayfairSwiggyWalmart
→778 case studies from 175 companies