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technical-interviews's Introduction

Interview-Prep

Coding interview preparation.

Includes:

  • Backtracking

  • Hashing

  • Divide and Conquer

  • Sorting

  • Selection

  • Graphs

  • Dynamic Programming

  • Trees (BST, AVL, Trie)

  • Standard Searching

  • Linked Structures

  • Collection of practice questions from books, CodeJam, HackerRank etc.

TLDR: Common Complexities

Todo:

  • args, kwargs

  • how to use yield, generators and iterators properly

  • more DP

  • more Trees (red/black tree, suffix trie, N*array tree)

  • more Graph algorithms (dijksta, max flow, shortest path)

  • backtracking (depth first search/depth limited search, sudoku)

  • P/NP problems

  • tail recursion

  • selection (mean of medians)

  • permutations

  • palindromes

  • disjoint sets

  • AI/ML

  • regex

  • string searching (Knuth–Morris–Pratt etc)

  • OOP

  • compare List Comprehension vs Generator Comprehension vs Lambda, Map, Filter

  • skip list?

  • text processing?

  • everything in algos ds in python? & clrs?

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