Silicon Valley Python Engineer Interview Guide

Data Structure, Algorithm, and System Design

Häftad, Engelska, 2025

929 kr

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Silicon Valley Python Interview Guide: Data Structures, Algorithms, and System Design is an essential resource for aspiring software engineers preparing for technical interviews at top-tier companies. The latter half transitions to system design, including big data architectures, distributed systems, and machine learning workflows.

Produktinformation

Utgivningsdatum2025-03-22
Mått155 x 235 x 27 mm
Vikt744 g
FormatHäftad
SpråkEngelska
Antal sidor468
FörlagSpringer Nature Switzerland AG
ISBN9789819632008
Originaltitel硅谷Python工程师面试指南：数据结构、算法与系统设计

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Dr. Jianfeng Ren serves as a Software Manager for Google’s Pixel Camera team and holds a Ph.D. in Electrical Engineering. With deep expertise in computer vision, machine learning, and computational photography, he has built an impressive career, including notable contributions during his tenure at Qualcomm and Huawei USA. Dr. Ren is the author of several acclaimed books, such as Autonomous Driving Algorithms and Chip Design, and is a participant in MIT’s prestigious CTO program. Blending academic rigor with industry leadership, he spearheads ground breaking AI solutions in autonomous driving and smart technologies, driven by a passion for innovation and excellence in technology and management.Andric Li is a graduate of the University of California, San Diego, with a strong foundation in computer science and a focus on Human-Computer Interaction. His expertise spans software engineering, computer graphics, machine learning, artificial intelligence, and extended reality (XR) technologies. Andric has worked on immersive projects combining virtual and augmented reality with web-based applications, contributing to innovative solutions in digital interaction and intelligent systems. Passionate about merging creativity with advanced technology, Andric aims to leverage his skills to create impactful and efficient systems that bridge the gap between physical and digital environments. Link - All python code is available here: https://github.com/JeffRen1977/python_interview

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.