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Silicon Valley Python Engineer Interview Guide Data Structure, Algorithm, and System Design /

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. This book provides a comprehensive roadmap, covering foundational concepts, practical coding techni...

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שמור ב:
מידע ביבליוגרפי
Main Authors: Ren, Jianfeng (Author), Li, Andric (Author)
מחבר תאגידי: SpringerLink (Online service)
פורמט: אלקטרוני ספר אלקטרוני
שפה:אנגלית
יצא לאור: Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
מהדורה:1st ed. 2025.
נושאים:
Algorithms.
Python (Computer program language).
Artificial intelligence > Data processing.
Design and Analysis of Algorithms.
Python.
Data Science.
גישה מקוונת:https://doi.org/10.1007/978-981-96-3201-5
תגים: הוספת תג
אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!
תוכן הענינים:
  • 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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