Night-before cheat sheet

Part X: ML System Design Interview Playbook

17 chapters (114–130). 0 key facts to review.

Chapters at a glance

114 The interview framework: clarify, estimate, design, drill, ops
115 Capacity planning math: the back-of-envelope kit
116 Design a chatbot for 1M users
117 Design a RAG system over 10TB of documents
118 Design a content moderation pipeline
119 Design a real-time recommendation system
120 Design a multi-tenant model serving platform
121 Design a multi-tenant fine-tuning service
122 The vocabulary that interviewers respect
123 Common mistakes and how to recover mid-interview
124 The coding interview: twenty ML systems algorithms
125 Design: the upstream platforms
126 Design: the production infrastructure
127 Design: the frontier scenarios
128 Behavioral interviews and the levels ladder
129 The day of the interview
130 Company-specific prep and mock interview transcripts

Key facts (from quizzes)

Other parts
Part I Part II Part III Part IV Part V Part VI Part VII Part VIII Part IX Part X