Silicon Valley Python Engineer Interview Guide

Silicon Valley Python Engineer Interview Guide

Data Structure, Algorithm, and System Design

Li, Andric; Ren, Jianfeng

Springer Nature Switzerland AG

03/2025

468

Mole

Inglês

9789819632008

15 a 20 dias

Descrição não disponível.
Chapter 1 Technical Interview process.- Part I: Data Structures.- Chapter 2 List.- Chapter 3 Stack.- Chapter 4 Queue.- Chapter 5 Priority queues.- Chapter 6 Dictionary.- Chapter 7 Sets.- Chapter 8 Linked lists.- Chapter 9 Binary tree.- Chapter 10 Some other tree structures.- Chapter 11 Graph.- Part II Algorithmic Part.- Chapter 12 Binary Search.- Chapter 13 Two-pointer method.- Chapter 14 Dynamic programming.- Chapter 15 Depth First Search.- Chapter 16 Backtracking.- Chapter 17 Breadth First Search.- Chapter 18 Union Find.- Chapter 19 Interview questions.- Part III: System Design.- Chapter 20 System Design Theory.- Chapter 21 System Design Practice for big data 6.- Chapter 22 Multi-threaded programming.- Chapter 23 Machine Learning System Design.- Chapter 24 Large Language Model system design.
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Technical Interview;Python Programming;Data Structures;Algorithms;System Design;Machine Learning;Binary Search;Dynamic Programming;Depth-First Search (DFS);Breadth-First Search (BFS);Two-Pointer Method;Union-Find;Trie (Prefix Tree);Segment Tree;Binary Indexed Tree (BIT);Multi-Threading;Scalability;Generative AI;Big Data Architecture;Interview Preparation