ds-algo.md

Data Structures and Algorithms

Algorithms

Know Thy Complexities!

• Complexity of Python Operations
• Heap Algorithm
• Linked lists are still hard
• Understanding Dijkstra's Algorithm
• How to think in graphs
• Ask HN: What's your favorite elegant/beautiful algorithm?
• Algorithms Behind Modern Storage Systems
• The Knuth-Morris-Pratt Algorithm in my own words
• Why is processing a sorted array faster than processing an unsorted array? ✨ ⚡
• Introduction to Algorithms 📚
• 10 Optimizations on Linear Search

Data Structures

• Data Structures & Algorithms I Actually Used Working at Tech Companies

Advanced Data Structures

Bloom filter

• What are Bloom filters?
• When Bloom filters don't bloom

HyperLogLog

• Redis new data structure: the HyperLogLog
• Big Data Counting: How To Count A Billion Distinct Objects Using Only 1.5KB Of Memory
• HyperLogLog in Presto: A significantly faster way to handle cardinality estimation

Count Sketch

• Count Sketch