ML Wiki
Machine Learning Wiki - A collection of ML concepts, algorithms, and resources.

Algo interview questions

Algorithms & Data structures

  • Data structures
  • Boolean operations, short circuits in Boolean operations
  • Recursion, tail recursion, mutual recursion
  • Sorting algorithms
  • Complexity of algorithms, big O notation
  • Trees, graphs and ways to traverse graph
  • Binary tree
  • Self balanced trees (Red-black tree, AVL, Splay)
  • Search in binary tree
  • Linear-time sorting. (count sort)
  • Sorting of linked list.
  • Tries, prefix and suffix trees
  • NP-complete algorithms
  • Map/reduce and divide and conquer approach in solving tasks
  • Dynamic programming