samukasmk / studing_algorithmns

studing_algorithmns

The purpose of this repository is to be my studies notebooks about algorithms and data structures, showing and comparing different visions from many know books and good video courses.

Respecting the main objective of keeping this space to store temporary knowledge about DSA, with the fresh results of my studies as quickly as possible. Do not expect organization in the commits, or the absence of pull requests.

As the main idea is to centralize the information in a public place like the github cloud, so that only after this big gathering of information I'm compiling learning by slides for lectures at events and things like that.

🗃️ File Structures

data_structures
├── arrays
├── lists
│   ├── linked_lists
│   │   ├── doubly_linked_lists
│   │   └── simple_linked_lists
│   ├── queues
│   │   ├── deque_double_ended_queues
│   │   └── simple_queues
│   └── stacks
├── maps
│   ├── dictionaries
│   ├── hash_tables
│   ├── sets_multisets_multimaps
│   ├── skip_lists
│   └── sorted_maps
├── priority_queues_heaps
└── trees
    ├── ast
    ├── balanced_binary_search_trees
    │   ├── avl_tree
    │   └── splay_tree
    ├── binary_search
    ├── binary_search_trees
    ├── b_trees
    ├── ordered_tree
    ├── red_black_trees
    └── two_four_trees

algorithmns
├── recursion
├── searching
│   ├── binary_search
│   ├── linear_search
│   └── substring_search
└── sorting
    ├── bogo_sort
    ├── bubble_sort
    ├── bucket_sort
    ├── counting_sort
    ├── cube_sort
    ├── heap_sort
    ├── insertion_sort
    ├── merge_sort
    ├── quick_sort
    ├── radix_sort
    ├── selection_sort
    ├── shell_sort
    ├── tim_sort
    └── tree_sort

Mainly sources:

A special thanks for who inspired me for create this repository:

📕 Book: Data Structures and Algorithms with Python

• By: Kent D. Lee and Steve Hubbard
• Where to buy: https://www.amazon.com/dp/3319130714
• Code examples: https://kentdlee.github.io/CS2Plus

📕 Book: Data Structures and Algorithms with Python

• By: Michael T. Goodrich, Roberto Tamassia and Michael H. Goldwasser
• Where to buy: https://www.amazon.com/dp/1118290275/

📕 Book: Algoritmos em Linguagem C

• By: Paulo Feofiloff
• Where to buy: https://www.amazon.com/dp/8535232494

📕 Book: Data Structures Using C

• By: Aaron M. Tenenbaum, Yedidyah Langsam and Moshe J. Augenstein
• Where to buy: https://www.amazon.com/dp/0131997467/
• In portuguese: https://www.amazon.com/dp/8534603480

📕 Book: Cracking the Coding Interview

• By: Gayle Laakmann McDowell
• Where to buy: https://www.amazon.com/dp/0984782850

👨‍🏫 Udemy course: Algorithms and Data Structures in Python (INTERVIEW Q&A)

• By: Holczer Balazs
• Where to buy: https://www.udemy.com/course/algorithms-and-data-structures-in-python/

👨‍🏫 Coursera course: Algorithms, Part I

• By: Kevin Wayne and Robert Sedgeck
• Under degree by: Princeton University
• Link: https://www.coursera.org/learn/algorithms-part1

📺 Youtube channel: Programação Dinâmica

• By: Hallison Paz and Kizzy Terra
• Link: https://www.youtube.com/@pgdinamica

📺 Youtube channel: HackerRank (Specific Playlists)

• By: Gayle Laakmann McDowell
• Data Structures: https://www.youtube.com/watch?v=IhJGJG-9Dx8&list=PLI1t_8YX-Apv-UiRlnZwqqrRT8D1RhriX
• Algorithms: https://www.youtube.com/watch?v=KEEKn7Me-ms&list=PLI1t_8YX-ApvMthLj56t1Rf-Buio5Y8KL

🧮 Github repo: Algorithms and Data Structures

• By: @kelvins and community
• Link: https://github.com/kelvins/algorithms-and-data-structures