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Domain Knowledge - System Design

Course Contents

database-transaction

database-isolation-levels

database-locking-concurrency

pessimistic-locking-strategies

optimistic-locking-patterns

flash-sale-inventory-patterns

distributed-system-theory

distributed-database-cap-and-pacelc-theorem

consistency-models

distributed-transactions

failure-handling-patterns

consensus-algorithms

geospatial-search-introduction

h3-hexagonal-indexing

space-filling-curves-and-hilbert-curve

google-s2-library

choosing-spatial-index

inverted-index-fundamentals

tf-idf-scoring-explained

bm25-and-parameter-tuning

elasticsearch-architecture-essentials

advanced-search-patterns

how-video-transcoding-and-playback-work

introduction-to-probabilistic-data-structures

introduction-to-bloom-filters

advanced-techniques-with-bloom-filters

introduction-to-count-min-sketch

count-min-sketch-applications

how-to-use-hyperloglog-in-system-design

bm25-and-parameter-tuning

bm25-and-parameter-tuning on CodePeet.

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