Download the phone interview cheat sheet here—and read on for tips on filling it out before your next phone interview. Webstorm 2019. Possible Start Date. In a preliminary phone interview, you might be asked when you’d be able to start. Sometimes companies are looking to fill a role as soon as possible, and other times they’re just trying to plan ahead. The Technical Interview Cheat Sheet. Backblaze storage pod 7. Posted by 5 years ago. Lots of things in this cheat sheet sound like they're written by someone who doesn't.
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Phone Interview Cheat Sheet Reddit
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Common Data Structure Operations
Data Structure | Time Complexity | Space Complexity | |||||||
---|---|---|---|---|---|---|---|---|---|
Average | Worst | Worst | |||||||
Access | Search | Insertion | Deletion | Access | Search | Insertion | Deletion | ||
Array | Θ(1) | Θ(n) | Θ(n) | Θ(n) | O(1) | O(n) | O(n) | O(n) | O(n) |
Stack | Θ(n) | Θ(n) | Θ(1) | Θ(1) | O(n) | O(n) | O(1) | O(1) | O(n) |
Queue | Θ(n) | Θ(n) | Θ(1) | Θ(1) | O(n) | O(n) | O(1) | O(1) | O(n) |
Singly-Linked List | Θ(n) | Θ(n) | Θ(1) | Θ(1) | O(n) | O(n) | O(1) | O(1) | O(n) |
Doubly-Linked List | Θ(n) | Θ(n) | Θ(1) | Θ(1) | O(n) | O(n) | O(1) | O(1) | O(n) |
Skip List | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | O(n) | O(n) | O(n) | O(n) | O(n log(n)) |
Hash Table | N/A | Θ(1) | Θ(1) | Θ(1) | N/A | O(n) | O(n) | O(n) | O(n) |
Binary Search Tree | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | O(n) | O(n) | O(n) | O(n) | O(n) |
Cartesian Tree | N/A | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | N/A | O(n) | O(n) | O(n) | O(n) |
B-Tree | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | O(log(n)) | O(log(n)) | O(log(n)) | O(log(n)) | O(n) |
Red-Black Tree | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | O(log(n)) | O(log(n)) | O(log(n)) | O(log(n)) | O(n) |
Splay Tree | N/A | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | N/A | O(log(n)) | O(log(n)) | O(log(n)) | O(n) |
AVL Tree | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | O(log(n)) | O(log(n)) | O(log(n)) | O(log(n)) | O(n) |
KD Tree | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | Θ(log(n)) | O(n) | O(n) | O(n) | O(n) | O(n) |
Array Sorting Algorithms
Technical Interview Cheat Sheet 2020
Algorithm | Time Complexity | Space Complexity | ||
---|---|---|---|---|
Best | Average | Worst | Worst | |
Quicksort | Ω(n log(n)) | Θ(n log(n)) | O(n^2) | O(log(n)) |
Mergesort | Ω(n log(n)) | Θ(n log(n)) | O(n log(n)) | O(n) |
Timsort | Ω(n) | Θ(n log(n)) | O(n log(n)) | O(n) |
Heapsort | Ω(n log(n)) | Θ(n log(n)) | O(n log(n)) | O(1) |
Bubble Sort | Ω(n) | Θ(n^2) | O(n^2) | O(1) |
Insertion Sort | Ω(n) | Θ(n^2) | O(n^2) | O(1) |
Selection Sort | Ω(n^2) | Θ(n^2) | O(n^2) | O(1) |
Tree Sort | Ω(n log(n)) | Θ(n log(n)) | O(n^2) | O(n) |
Shell Sort | Ω(n log(n)) | Θ(n(log(n))^2) | O(n(log(n))^2) | O(1) |
Bucket Sort | Ω(n+k) | Θ(n+k) | O(n^2) | O(n) |
Radix Sort | Ω(nk) | Θ(nk) | O(nk) | O(n+k) |
Counting Sort | Ω(n+k) | Θ(n+k) | O(n+k) | O(k) |
Cubesort | Ω(n) | Θ(n log(n)) | O(n log(n)) | O(n) |