# Algo-Resources

{% tabs %}
{% tab title="Nav" %}

#### Abstract Data Structures

* [Algorithms](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/algorithms-1/README)
  * [Dijkstra's algorithm](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/algorithms-1/dijkstras-algorithm)
  * [Calculate a Factorial With Python - Iterative and Recursive](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/algorithms-1/calculate-a-factorial-with-python-iterative-and-recursive)
  * [DFS](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/algorithms-1/dfs)
  * [BFS](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/algorithms-1/bfs)
  * [Palendrome](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/algorithms-1/palendrome)
* [Data Structures Overview](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-7/README)
  * [General Data Structures Notes](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-7/general-data-structures-notes/README)
    * [DS-Explained-Simple](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-7/general-data-structures-notes/ds-explained-simple)
  * [Untitled](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-7/untitled)
  * [Algorithms](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-7/algorithms)
  * [Dictionary](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-7/dictionary)
* [Abstract Data Structures:](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/README)
  * [Array](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/array/README)
    * [Extra-Array](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/array/extra-array)
    * [Array Practice](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/array/array-practice)
  * [Binary Search](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/binary-search)
  * [Binary Tree](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/binary-tree/README)
    * [Binary Tree Explained](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/binary-tree/binary-tree-explained)
    * [Find the maximum path sum between two leaves of a binary tree](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/binary-tree/find-the-maximum-path-sum-between-two-leaves-of-a-binary-tree)
  * [Binary Search Tree](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/binary-search-tree/README)
    * [BST Explained](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/binary-search-tree/bst-explained)
    * [BST Insert](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/binary-search-tree/bst-insert)
  * [Exotic](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled/README)
    * [Tire](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled/tire)
    * [Dynamic Programming](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled/dynamic-programming)
  * [Graphs](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/README)
    * [Overflow Practice Problems](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/overflow-practice-problems)
    * [Graphs Explained](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/graphs-explained)
    * [Earliest Ancestor](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/earliest-ancestor)
    * [\_Mini Graph-Projects](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/_mini-graph-projects/README)
      * [# Social Graph](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/_mini-graph-projects/social-graph)
      * [number of 1 islands](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/_mini-graph-projects/number-of-1-islands)
      * [Searching and Generating Graphs](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/_mini-graph-projects/searching-and-generating-graphs)
    * [Graph FAQ](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/graph-faq/README)
      * [Graph DFS](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/graph-faq/graph-dfs)
    * [Connected Components](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/connected-components)
    * [Randomness](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/untitled)
    * [Graph BFS](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/graph-bfs)
    * [Topological Sort](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-1/topological-sort)
  * [Hash Table](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-5/README)
    * [Hashmap or Hash tables](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-5/hashmap-or-hash-tables)
    * [Hash Table and HashMap in Python](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-5/hash-table-and-hashmap-in-python)
  * [Heap](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/heap/README)
    * [Heap Examples](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/heap/heap-examples)
  * [String](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/string)
  * [Map](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/map/README)
    * [Examples](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/map/examples)
  * [Queue](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/queue/README)
    * [Queue Continued...](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/queue/queue-continued...)
    * [Queue Sandbox](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/queue/queue-sandbox)
    * [Dequeue](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/queue/dequeue)
  * [Tree](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/tree/README)
    * [In Order Traversal](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/tree/in-order-traversal)
    * [Tree Equal ?](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/tree/tree-equal)
    * [Ternary-search-trees](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/tree/ternary-search-trees)
    * [Red\_Black Tree](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/tree/red_black-tree)
    * [Tree Mirror:](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/tree/tree-mirror)
    * [Tree Traversal](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/tree/tree-traversal)
  * [Recursion](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-6/README)
    * [Recursion Explained](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-6/recursion-explained/README)
      * [Recursion Examples](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-6/recursion-explained/recursion-examples)
  * [Linked List](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-4/README)
    * [Linked List Background](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-4/untitled)
    * [Double Linked List](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-4/double-linked-list)
    * [List Example](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-4/list-example)
    * [Examples (LL) continued](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-4/examples-ll-continued)
    * [List Operations](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-4/list-operations)
  * [Set](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/set/README)
    * [Set](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/set/set)
    * [Set Intersection Union](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/set/set-intersection-union)
    * [Disjoint Set](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/set/disjoint-set)
  * [Sorting](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/README)
    * [In JavaScript](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/in-javascript)
    * [Merge Sort](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/merge-sort-1)
    * [Iterative Sorting](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/iterative-sorting)
    * [Recursive Sorting](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/recursive-sorting)
    * [Graph Topological Sort](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/graph-topological-sort)
    * [SelectionSort](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/selectionsort)
    * [Quick Sort](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/untitled-7)
    * [Merge Sort](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/merge-sort)
    * [Insertion Sort](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-3/insertion-sort)
  * [Stack](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/stack/README)
    * [Stack Continued](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/stack/stack-continued)
    * [Stack Part 3](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/stack/stack-part-3)
  * [Searching](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-2/README)
    * [Binary Search](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-2/binary-search)
    * [Searching & Sorting Computational Complexity (JS)](https://bryan-guner.gitbook.io/datastructures-in-pytho/abstract-data-structures/untitled-1/untitled-2/searching-and-sorting-computational-complexity-js)

#### practice

* [GCA Sprint Prep:](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/gca-sprint-prep/README)
  * [Practice Problems](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/gca-sprint-prep/practice-problems)
  * [Code Signal CGA Sprint Resources](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/gca-sprint-prep/code-signal-cga-sprint-resources)
  * [CGA-Sprint Prep](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/gca-sprint-prep/cga-sprint-prep)
* [Supplemental Practice:](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/README)
  * [JavaScript Algorithms](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/javascript-algorithms)
  * [Industry Standard Algorithms](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/industry-standard-algorithms/README)
    * [Interview Practice Resources](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/industry-standard-algorithms/interview-practice-resources)
    * [Write a Program to Find the Maximum Depth or Height of a Tree](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/industry-standard-algorithms/write-a-program-to-find-the-maximum-depth-or-height-of-a-tree)
  * [Random Examples](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/random-examples)
  * [Prompts](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/prompts)
  * [JS\_BASICS](https://bryan-guner.gitbook.io/datastructures-in-pytho/practice/supplemental-practice/js_basics)
    {% endtab %}

{% tab title="Second Tab" %}

{% endtab %}
{% endtabs %}

## Data Structures & Algorithms Resource List Part 1

Guess the author of the following quotes:

#### Data Structures & Algorithms Resource List Part 1

Guess the author of the following quotes:

> *Talk is cheap. Show me the code.*

> *Software is like sex: it’s better when it’s free.*

> *Microsoft isn’t evil, they just make really crappy operating systems.*

[![](https://camo.githubusercontent.com/d43034aab86822488883c93d58f863203e49bdb8cd0327c5441c67494cde8812/68747470733a2f2f63646e2d696d616765732d312e6d656469756d2e636f6d2f6d61782f3830302f302a72624d7948354c785151466f7a4c3746)](https://camo.githubusercontent.com/d43034aab86822488883c93d58f863203e49bdb8cd0327c5441c67494cde8812/68747470733a2f2f63646e2d696d616765732d312e6d656469756d2e636f6d2f6d61782f3830302f302a72624d7948354c785151466f7a4c3746)### Update:

**Here’s some more:**

* [The Framework for Learning Algorithms and intense problem solving exercises](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/Framework%20and%20thoughts%20about%20learning%20data%20structure%20and%20algorithm.md)
* [Algs4: Recommended book for Learning Algorithms and Data Structures](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/why_i_recommend_algs4.md)
* [An analysis of Dynamic Programming](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/AnalysisOfDynamicProgramming.md)
* [Dynamic Programming Q\&A — What is Optimal Substructure](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/OptimalSubstructure.md)
* [The Framework for Backtracking Algorithm](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/DetailsaboutBacktracking.md)
* [Binary Search in Detail: I wrote a Poem](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/DetailedBinarySearch.md)
* [The Sliding Window Technique](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/SlidingWindowTechnique.md)
* [Difference Between Process and Thread in Linux](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/common_knowledge/linuxProcess.md)
* [Some Good Online Practice Platforms](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/common_knowledge/OnlinePraticePlatform.md)
* [Dynamic Programming in Details](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/AnalysisOfDynamicProgramming.md)
* [Dynamic Programming Q\&A — What is Optimal Substructure](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/OptimalSubstructure.md)
* [Classic DP: Longest Common Subsequence](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/LongestCommonSubsequence.md)
* [Classic DP: Edit Distance](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/EditDistance.md)
* [Classic DP: Super Egg](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/ThrowingEggsinHighBuildings.md)
* [Classic DP: Super Egg (Advanced Solution)](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/SuperEggDropAdvanced.md)
* [The Strategies of Subsequence Problem](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/StrategiesForSubsequenceProblem.md)
* [Classic DP: Game Problems](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/GameProblemsInDynamicProgramming.md)
* [Greedy: Interval Scheduling](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/IntervalScheduling.md)
* [KMP Algorithm In Detail](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/KMPCharacterMatchingAlgorithmInDynamicProgramming.md)
* [A solution to all Buy Time to Buy and Sell Stock Problems](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/BestTimeToBuyAndSellStock.md)
* [A solution to all House Robber Problems](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/HouseRobber.md)
* [4 Keys Keyboard](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/FourKeysKeyboard.md)
* [Regular Expression](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/RegularExpression.md)
* [Longest Increasing Subsequence](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/LongestIncreasingSubsequence.md)
* [The Framework for Learning Algorithms and intense problem solving exercises](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/Framework%20and%20thoughts%20about%20learning%20data%20structure%20and%20algorithm.md)
* [Algs4: Recommended book for Learning Algorithms and Data Structures](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/why_i_recommend_algs4.md)
* [Binary Heap and Priority Queue](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/binary_heap_implements_priority_queues.md)
* [LRU Cache Strategy in Detail](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/LRU_algorithm.md)
* [Collections of Binary Search Operations](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/The_Manipulation_Collection_of_Binary_Search_Tree.md)
* [Special Data Structure: Monotonic Stack](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/MonotonicStack.md)
* [Special Data Structure: Monotonic Stack](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/Monotonic_queue.md)
* [Design Twitter](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/design_Twitter.md)
* [Reverse Part of Linked List via Recursion](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/reverse_part_of_a_linked_list_via_recursion.md)
* [Queue Implement Stack/Stack implement Queue](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/ImplementQueueUsingStacksImplementStackUsingQueues.md)
* [My Way to Learn Algorithm](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/ThewaytoAlgorithmlearning.md)
* [The Framework of Backtracking Algorithm](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/DetailsaboutBacktracking.md)
* [Binary Search in Detail](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/DetailedBinarySearch.md)
* [Backtracking Solve Subset/Permutation/Combination](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/Subset_Permutation_Combination.md)
* [Diving into the technical parts of Double Pointers](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/double_pointer.md)
* [Sliding Window Technique](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/SlidingWindowTechnique.md)
* [The Core Concept of TwoSum Problems](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/The_key_to_resolving_TwoSum_problems.md)
* [Common Bit Manipulations](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/CommonBitManipulation.md)
* [Breaking down a Complicated Problem: Implement a Calculator](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/Implementing_the_functions_of_a_calculator.md)
* [Pancake Sorting Algorithm](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/PancakesSorting.md)
* [Prefix Sum: Intro and Concept](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/prefix_sum.md)
* [String Multiplication](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/string_multiplication.md)
* [FloodFill Algorithm in Detail](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/flood_fill.md)
* [Interval Scheduling: Interval Merging](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/IntervalMerging.md)
* [Interval Scheduling: Intersections of Intervals](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/IntervalIntersection.md)
* [Russian Doll Envelopes Problem](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/RussianDollEnvelopes.md)
* [A collection of counter-intuitive Probability Problems](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/several_counter_intuitive_probability_problems.md)
* [Shuffle Algorithm](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/Shuffle_Algorithm.md)
* [Recursion In Detail](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/data_structure/RecursionInDetail.md)
* [How to Implement LRU Cache](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/LRU_algorithm.md)
* [How to Find Prime Number Efficiently](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/Print_PrimeNumbers.md)
* [How to Calculate Minimium Edit Distance](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/dynamic_programming/EditDistance.md)
* [How to use Binary Search](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/UsingBinarySearchAlgorithm.md)
* [How to efficiently solve Trapping Rain Water Problem](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/Trapping_Rain_Water.md)
* [How to Remove Duplicates From Sorted Array](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/RemoveDuplicatesfromSortedArray.md)
* [How to Find Longest Palindromic Substring](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/TheLongestPalindromicSubstring.md)
* [How to Reverse Linked List in K Group](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/reverse-nodes-in-k-group.md)
* [How to Check the Validation of Parenthesis](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/valid-parentheses.md)
* [How to Find Missing Element](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/missing_elements.md)
* [How to Find Duplicates and Missing Elements](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/Find-Duplicate-and-Missing-Element.md)
* [How to Check Palindromic LinkedList](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/check_palindromic_linkedlist.md)
* [How to Pick Elements From an Infinite Arbitrary Sequence](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/ReservoirSampling.md)
* [How to Schedule Seats for Students](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/Seatscheduling.md)
* [Union-Find Algorithm in Detail](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/Union-find-Explanation.md)
* [Union-Find Application](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/think_like_computer/Union-Find-Application.md)
* [Problems that can be solved in one line](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/one-line-code-puzzles.md)
* [Find Subsequence With Binary Search](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/interview/findSebesquenceWithBinarySearch.md)
* [Difference Between Process and Thread in Linux](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/common_knowledge/linuxProcess.md)
* [You Must Know About Linux Shell](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/common_knowledge/linuxshell.md)
* [You Must Know About Cookie and Session](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/common_knowledge/SessionAndCookie.md)
* [Cryptology Algorithm](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/common_knowledge/Cryptology.md)
* [Some Good Online Practice Platforms](https://72a70b9d-739e-477a-bd84-85357c883a09.vscode-webview-test.com/vscode-resource/file/c:/MY-WEB-DEV/_JOB-SEARCH/03-Interview-Prep/01-reference-guides/common_knowledge/OnlinePraticePlatform.md)

#### Algorithms:

* [100 days of algorithms](https://github.com/coells/100days)
* [Algorithms](https://github.com/marcosfede/algorithms) — Solved algorithms and data structures problems in many languages.
* [Algorithms by Jeff Erickson](http://jeffe.cs.illinois.edu/teaching/algorithms/) ([Code](https://github.com/jeffgerickson/algorithms)) ([HN](https://news.ycombinator.com/item?id=26074289))
* [Top algos/DS to learn](https://www.reddit.com/r/compsci/comments/5uz9lb/top_algorithmsdata_structuresconcepts_every/ddy8azz/)
* [Some neat algorithms](https://www.nayuki.io/category/programming)
* [Mathematical Proof of Algorithm Correctness and Efficiency (2019)](https://stackabuse.com/mathematical-proof-of-algorithm-correctness-and-efficiency/)
* [Algorithm Visualizer](https://github.com/algorithm-visualizer/algorithm-visualizer) — Interactive online platform that visualizes algorithms from code.
* [Algorithms for Optimization book](https://mitpress.mit.edu/books/algorithms-optimization)
* [Collaborative book on algorithms](https://www.algorithm-archive.org/) ([Code](https://github.com/algorithm-archivists/algorithm-archive))
* [Algorithms in C by Robert Sedgewick](http://index-of.co.uk/Algorithms/Algorithms%20in%20C.pdf)
* [Algorithm Design Manual](http://mimoza.marmara.edu.tr/~msakalli/cse706_12/SkienaTheAlgorithmDesignManual.pdf)
* [MIT Introduction to Algorithms course (2011)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/)
* [How to implement an algorithm from a scientific paper (2012)](http://codecapsule.com/2012/01/18/how-to-implement-a-paper/)
* [Quadsort](https://github.com/scandum/quadsort) — Stable non-recursive merge sort named quadsort.
* [System design algorithms](https://github.com/resumejob/system-design-algorithms) — Algorithms you should know before system design.
* [Algorithms Design book](http://www.cs.sjtu.edu.cn/~jiangli/teaching/CS222/files/materials/Algorithm%20Design.pdf)
* [Think Complexity](http://greenteapress.com/complexity/html/index.html)
* [All Algorithms implemented in Rust](https://github.com/TheAlgorithms/Rust)
* [Solutions to Introduction to Algorithms book](https://walkccc.github.io/CLRS/) ([Code](https://github.com/walkccc/CLRS))
* [Maze Algorithms (2011)](https://www.jamisbuck.org/mazes/) ([HN](https://news.ycombinator.com/item?id=23429368))
* [Algorithmic Design Paradigms book](https://page.skerritt.blog/algorithms/) ([Code](https://github.com/brandonskerritt/AlgorithmsBook))
* [Words and buttons Online Blog](https://wordsandbuttons.online/) ([Code](https://github.com/akalenuk/wordsandbuttons))
* [Algorithms animated](https://www.chrislaux.com/)
* [Cache Oblivious Algorithms (2020)](https://jiahai-feng.github.io/posts/cache-oblivious-algorithms/) ([HN](https://news.ycombinator.com/item?id=23662434))
* [You could have invented fractional cascading (2012)](http://blog.ezyang.com/2012/03/you-could-have-invented-fractional-cascading/)
* [Guide to learning algorithms through LeetCode](https://labuladong.gitbook.io/algo-en/) ([Code](https://github.com/labuladong/fucking-algorithm/tree/english)) ([HN](https://news.ycombinator.com/item?id=24167297))
* [How hard is unshuffling a string?](https://cstheory.stackexchange.com/questions/34/how-hard-is-unshuffling-a-string)
* [Optimization Algorithms on Matrix Manifolds](https://sites.uclouvain.be/absil/amsbook/)
* [Problem Solving with Algorithms and Data Structures](https://runestone.academy/runestone/books/published/pythonds/index.html) ([HN](https://news.ycombinator.com/item?id=24287622)) ([PDF](https://www.cs.auckland.ac.nz/compsci105s1c/resources/ProblemSolvingwithAlgorithmsandDataStructures.pdf))
* [Algorithms implemented in Python](https://github.com/TheAlgorithms/Python)
* [Algorithms implemented in JavaScript](https://github.com/TheAlgorithms/Javascript)
* [Algorithms & Data Structures in Java](https://github.com/williamfiset/Algorithms)
* [Wolfsort](https://github.com/scandum/wolfsort) — Stable adaptive hybrid radix / merge sort.
* [Evolutionary Computation Bestiary](https://github.com/fcampelo/EC-Bestiary) — Bestiary of evolutionary, swarm and other metaphor-based algorithms.
* [Elements of Programming book](http://elementsofprogramming.com/) — Decomposing programs into a system of algorithmic components. ([Review](http://www.pathsensitive.com/2020/09/book-review-elements-of-programmnig.html)) ([HN](https://news.ycombinator.com/item?id=24635947)) ([Lobsters](https://lobste.rs/s/bqnhbo/book_review_elements_programmnig))
* [Competitive Programming Algorithms](https://cp-algorithms.com/)
* [CPP/C](https://github.com/akshitagit/CPP) — C/C++ algorithms/DS problems.
* [How to design an algorithm (2018)](https://www.adamconrad.dev/blog/how-to-design-an-algorithm/)
* [CSE 373 — Introduction to Algorithms, by Steven Skiena (2020)](https://www.youtube.com/playlist?list=PLOtl7M3yp-DX6ic0HGT0PUX_wiNmkWkXx)
* [Computer Algorithms II course (2020)](http://homepages.math.uic.edu/~lreyzin/f20_mcs501/)
* [Improving Binary Search by Guessing (2019)](https://notebook.drmaciver.com/posts/2019-04-30-13:03.html)
* [The case for a learned sorting algorithm (2020)](https://blog.acolyer.org/2020/10/19/the-case-for-a-learned-sorting-algorithm/) ([HN](https://news.ycombinator.com/item?id=24823611))
* [Elementary Algorithms](https://github.com/liuxinyu95/AlgoXY) — Introduces elementary algorithms and data structures. Includes side-by-side comparisons of purely functional realization and their imperative counterpart.
* [Combinatorics Algorithms for Coding Interviews (2018)](https://sahandsaba.com/combinatorial-generation-for-coding-interviews-in-python.html)
* [Algorithms written in different programming languages](https://github.com/ZoranPandovski/al-go-rithms) ([Web](https://zoranpandovski.github.io/al-go-rithms/))
* [Solving the Sequence Alignment problem in Python (2020)](https://johnlekberg.com/blog/2020-10-25-seq-align.html)
* [The Sound of Sorting](https://github.com/bingmann/sound-of-sorting) — Visualization and “Audibilization” of Sorting Algorithms. ([Web](https://panthema.net/2013/sound-of-sorting/))
* [Miniselect: Practical and Generic Selection Algorithms (2020)](https://danlark.org/2020/11/11/miniselect-practical-and-generic-selection-algorithms/)
* [The Slowest Quicksort (2019)](https://chasewilson.dev/blog/slowest-quicksort/)
* [Functional Algorithm Design (2020)](https://blog.sigplan.org/2020/11/17/functional-algorithm-design-part-0/)
* [Algorithms To Live By — Book Notes](https://milofultz.com/2020/12/27/atlb-notes)
* [Numerical Algorithms (2015)](http://people.csail.mit.edu/jsolomon/share/book/numerical_book.pdf)
* [Using approximate nearest neighbor search in real world applications (2020)](https://blog.vespa.ai/using-approximate-nearest-neighbor-search-in-real-world-applications/)
* [In search of the fastest concurrent Union-Find algorithm (2019)](https://arxiv.org/pdf/1911.06347.pdf)
* [Computer Science 521 Advanced Algorithm Design](https://www.cs.princeton.edu/courses/archive/fall13/cos521/)

[![](https://camo.githubusercontent.com/e5235ab559f728208bbb9662c2c09e515bc94d284112374b12d31ccae80f890f/68747470733a2f2f63646e2d696d616765732d312e6d656469756d2e636f6d2f6d61782f3830302f302a32666237696f385644397a38303830462e6a7067)](https://camo.githubusercontent.com/e5235ab559f728208bbb9662c2c09e515bc94d284112374b12d31ccae80f890f/68747470733a2f2f63646e2d696d616765732d312e6d656469756d2e636f6d2f6d61782f3830302f302a32666237696f385644397a38303830462e6a7067)### Data Structures:

* [Data Structures and Algorithms implementation in Go](https://github.com/floyernick/Data-Structures-and-Algorithms)
* [Which algorithms/data structures should I “recognize” and know by name?](https://softwareengineering.stackexchange.com/questions/155639/which-algorithms-data-structures-should-i-recognize-and-know-by-name)
* [Dictionary of Algorithms and Data Structures](https://xlinux.nist.gov/dads/)
* [Phil’s Data Structure Zoo](https://g1thubhub.github.io/data-structure-zoo.html)
* [The Periodic Table of Data Structures](https://stratos.seas.harvard.edu/files/stratos/files/periodictabledatastructures.pdf) ([HN](https://news.ycombinator.com/item?id=18314555))
* [Data Structure Visualizations](https://www.cs.usfca.edu/~galles/visualization/Algorithms.html) ([HN](https://news.ycombinator.com/item?id=19082943))
* [Data structures to name-drop when you want to sound smart in an interview](http://blog.amynguyen.net/?p=853)
* [On lists, cache, algorithms, and microarchitecture (2019)](https://pdziepak.github.io/2019/05/02/on-lists-cache-algorithms-and-microarchitecture/)
* [Topics in Advanced Data Structures (2019)](http://web.stanford.edu/class/cs166/handouts/100%20Suggested%20Final%20Project%20Topics.pdf) ([HN](https://news.ycombinator.com/item?id=19780387))
* [CS166 Advanced DS Course (2019)](http://web.stanford.edu/class/cs166/)
* [Advanced Data Structures (2017)](https://courses.csail.mit.edu/6.851/fall17/) ([HN](https://news.ycombinator.com/item?id=20044876))
* [Write a hash table in C](https://github.com/jamesroutley/write-a-hash-table)
* [Python Data Structures and Algorithms](https://github.com/prabhupant/python-ds)
* [HAMTs from Scratch (2018)](https://vaibhavsagar.com/blog/2018/07/29/hamts-from-scratch/)
* [JavaScript Data Structures and Algorithms](https://github.com/JoeKarlsson/data-structures)
* [Implementing a Key-Value Store series](http://codecapsule.com/2012/11/07/ikvs-implementing-a-key-value-store-table-of-contents/)
* [Open Data Structures](https://opendatastructures.org/) — Provide a high-quality open content data structures textbook that is both mathematically rigorous and provides complete implementations. ([Code](https://github.com/patmorin/ods))
* [A new analysis of the false positive rate of a Bloom filter (2009)](https://www.csee.usf.edu/~kchriste/energy/ipl10.pdf)
* [Ideal Hash Trees](https://lampwww.epfl.ch/papers/idealhashtrees.pdf)
* [RRB-Trees: Efficient Immutable Vectors](http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=0265C1992F573129BCC7D4AF7734DBF7?doi=10.1.1.592.5377\&rep=rep1\&type=pdf)
* [Some data structures and algorithms written in OCaml](https://github.com/jdan/ocaml-data-structures)
* [Let’s Invent B(+)-Trees](https://shachaf.net/w/b-trees) ([HN](https://news.ycombinator.com/item?id=23001831))
* [Anna](https://github.com/hydro-project/anna) — Low-latency, cloud-native KVS.
* [Persistent data structures thanks to recursive type aliases (2019)](https://www.aleksandra.codes/persistent-data-structures)
* [Log-Structured Merge-Trees (2020)](https://yetanotherdevblog.com/lsm/)
* [Bloom Filters for the Perplexed (2017)](https://sagi.io/bloom-filters-for-the-perplexed/)
* [Understanding Bloom Filters (2020)](https://yetanotherdevblog.com/bloom-filters/)
* [Dense vs. Sparse Indexes (2020)](https://yetanotherdevblog.com/dense-vs-sparse-indexes/)
* [Data Structures and Algorithms Problems](https://www.techiedelight.com/list-of-problems/)
* [Data Structures & Algorithms I Actually Used Working at Tech Companies (2020)](https://blog.pragmaticengineer.com/data-structures-and-algorithms-i-actually-used-day-to-day/) ([Lobsters](https://lobste.rs/s/n8tyip/data_structures_algorithms_i_actually)) ([HN](https://news.ycombinator.com/item?id=23841491))
* [Let’s implement a Bloom Filter (2020)](https://onatm.dev/2020/08/10/let-s-implement-a-bloom-filter/) ([HN](https://news.ycombinator.com/item?id=24102617))
* [Data Structures Part 1: Bulk Data (2019)](https://ourmachinery.com/post/data-structures-part-1-bulk-data/) ([Lobsters](https://lobste.rs/s/t8mrxn/data_structures_part_1_bulk_data))
* [Data Structures Explained](https://www.freecodecamp.org/news/learn-all-about-data-structures-used-in-computer-science/)
* [Introduction to Cache-Oblivious Data Structures (2018)](https://rcoh.me/posts/cache-oblivious-datastructures/)
* [The Daily Coding newsletter](https://thedailycoding.com/) — Master JavaScript and Data Structures.
* [Lectures Note for Data Structures and Algorithms (2019)](https://www.cs.bham.ac.uk/~jxb/DSA/dsa.pdf)
* [Mechanically Deriving Binary Tree Iterators with Continuation Defunctionalization (2020)](https://abhinavsarkar.net/posts/continuation-defunctionalization/)
* [Segment Tree data structure](https://cp-algorithms.com/data_structures/segment_tree.html)
* [Structure of a binary state tree (2020)](https://medium.com/@gballet/structure-of-a-binary-state-tree-part-1-48c587836d2f)
* [Introductory data structures and algorithms](https://github.com/sushinoya/fundamentals)
* [Applying Textbook Data Structures for Real Life Wins (2020)](https://heap.io/blog/engineering/applying-textbook-data-structures-for-real-life-wins) ([HN](https://news.ycombinator.com/item?id=24761105))
* [Michael Scott — Nonblocking data structures lectures (2020)](https://www.youtube.com/watch?v=9XAx279s7gs) — Nonblocking concurrent data structures are an increasingly valuable tool for shared-memory parallel programming.
* [Scal](https://github.com/cksystemsgroup/scal) — High-performance multicore-scalable data structures and benchmarks. ([Web](http://scal.cs.uni-salzburg.at/))
* [Hyperbolic embedding implementations](https://github.com/HazyResearch/hyperbolics)
* [Morphisms of Computational Constructs](https://github.com/prathyvsh/morphisms-of-computational-structures) — Visual catalogue + story of morphisms displayed across computational structures.
* [What is key-value store? (build-your-own-x) (2020)](http://djkooks.github.io/build-your-own-kv-store)
* [Lesser Known but Useful Data Structures](https://stackoverflow.com/questions/500607/what-are-the-lesser-known-but-useful-data-structures)
* [Using Bloom filters to efficiently synchronize hash graphs (2020)](https://martin.kleppmann.com/2020/12/02/bloom-filter-hash-graph-sync.html)
* [Bloom Filters by Example](https://llimllib.github.io/bloomfilter-tutorial/) ([Code](https://github.com/llimllib/bloomfilter-tutorial))
* [Binary Decision Diagrams](https://crypto.stanford.edu/pbc/notes/zdd/) ([HN](https://news.ycombinator.com/item?id=25342922))
* [3 Steps to Designing Better Data Structures (2020)](https://mochromatic.com/3-steps-to-designing-better-data-structures-in-elixir/)
* [Sparse Matrices (2019)](https://matteding.github.io/2019/04/25/sparse-matrices/) ([HN](https://news.ycombinator.com/item?id=25601288))
* [Algorithms & Data Structures in C++](https://github.com/xtaci/algorithms)
* [Fancy Tree Traversals (2019)](https://drs.is/post/fancy-tree-traversals/)
* [The Robson Tree Traversal (2019)](https://drs.is/post/robson-traversal/)
* [Data structures and program structures](http://cr.yp.to/data.html)
* [cdb](http://cr.yp.to/cdb.html) — Fast, reliable, simple package for creating and reading constant databases.
* [PGM-index](https://pgm.di.unipi.it/) — Learned indexes that match B-tree performance with 83x less space. ([HN](https://news.ycombinator.com/item?id=25899286)) ([Code](https://github.com/gvinciguerra/PGM-index))
* [Structural and pure attributes](https://minimalmodeling.substack.com/p/structural-and-pure-attributes)
* [Cache-Tries: O(1) Concurrent Lock-Free Hash Tries (2018)](http://aleksandar-prokopec.com/resources/docs/p137-prokopec.pdf)