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πŸ“

Algorithms and Interviews: Job Interviewing for Programmers

✍ Scribed by Cody Jackson


Publisher
Cody Jackson
Year
2021
Tongue
English
Leaves
238
Category
Library

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No coin nor oath required. For personal study only.

✦ Synopsis


Learn how to prepare for technical programming interviews. This book focuses on job interviews for software engineers, both from the traditional interview perspective as well as the technical programming side. While useful review for Computer Science graduates, it is also helpful for self-taught programmers, bootcamp graduates, and anyone interested in job hunting and interview techniques as well as computer algorithm implementation.

Interview related topics include:

  • Interview preparation
  • Interview process
  • Common interview questions (both traditional and technical)
  • Resume preparation

Programming topics include:

  • Data structures
  • Problem solving paradigms
  • Problem modeling
  • Big-O calculations
  • Complexity analysis
  • Object Oriented Programming review

Algorithm topics include:

  • Iteration
  • Recursion
  • Divide and conquer
  • Algorithm Analysis
  • Linear data structures
  • Linked lists
  • Stacks vs. queues
  • Hash tables
  • Graphs and trees
  • Heaps
  • Priority queues
  • Linear searching
  • Advanced graph algorithms
  • Dynamic programming
  • Greedy algorithms
  • Sorting and selection algorithms
  • Two's complement
  • Bit manipulation
  • Math topics include:
  • Number theory
  • Probability
  • Linear algebra
  • Geometry

✦ Table of Contents


Preface
Prepping for Interviews
Programming Interviews
Interview Preparation
After the Interview
Programming Review
Data Structures and Algorithms
Python Object-Oriented Programming
Algorithms
Iteration and Recursion
Divide and Conquer
Algorithm Analysis
Linear Data Structure
Graphs and Trees
Heap and Priority Queue
Linear Search
Advanced Graph Algorithms
Dynamic Programming
Greedy Algorithms
Sorting and Selection Algorithms
Bit Manipulation
Mathematics
Math and Probability Problems
Appendix
Common Interview Questions
Bibliography
About the Author


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