Advanced Algorithms and Data Structures in Python (2021)

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[ DevCourseWeb.com ] Advanced Algorithms and Data Structures in Python (2021)
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (11.2 MB)
    • 1. Introduction.srt (2.8 KB)
    10. Substring Search Algorithms
    • 1. Brute-force search introduction.mp4 (21.4 MB)
    • 1. Brute-force search introduction.srt (9.9 KB)
    • 10. Z algorithm implementation.mp4 (70.0 MB)
    • 10. Z algorithm implementation.srt (20.3 KB)
    • 11. Substring search algorithms comparison.mp4 (22.5 MB)
    • 11. Substring search algorithms comparison.srt (7.1 KB)
    • 12. Applications of substring search.mp4 (14.2 MB)
    • 12. Applications of substring search.srt (3.2 KB)
    • 2. Brute-force substring search algorithm implementation.mp4 (24.5 MB)
    • 2. Brute-force substring search algorithm implementation.srt (8.5 KB)
    • 3. Rabin-Karp algorithm introduction.mp4 (65.6 MB)
    • 3. Rabin-Karp algorithm introduction.srt (28.2 KB)
    • 4. Rabin-Karp algorithm implementation.mp4 (67.1 MB)
    • 4. Rabin-Karp algorithm implementation.srt (19.9 KB)
    • 5. Knuth-Morris-Pratt algorithm introduction.mp4 (41.2 MB)
    • 5. Knuth-Morris-Pratt algorithm introduction.srt (18.4 KB)
    • 6. Constructing the partial match table - visualization.mp4 (31.1 MB)
    • 6. Constructing the partial match table - visualization.srt (11.8 KB)
    • 7. Knuth-Morris-Pratt algorithm implementation.mp4 (44.5 MB)
    • 7. Knuth-Morris-Pratt algorithm implementation.srt (12.3 KB)
    • 8. Z algorithm introduction.mp4 (68.1 MB)
    • 8. Z algorithm introduction.srt (26.6 KB)
    • 9. Z algorithm illustration.mp4 (39.7 MB)
    • 9. Z algorithm illustration.srt (17.5 KB)
    11. Hamiltonian Cycles - Travelling Salesman Problem
    • 1. What are Hamiltonian cycles.mp4 (40.6 MB)
    • 1. What are Hamiltonian cycles.srt (15.9 KB)
    • 2. The travelling salesman problem.mp4 (9.7 MB)
    • 2. The travelling salesman problem.srt (3.8 KB)
    • 3. Travelling salesman problem implementation.mp4 (102.5 MB)
    • 3. Travelling salesman problem implementation.srt (24.2 KB)
    • 4. TSP and stack memory visualization.mp4 (47.8 MB)
    • 4. TSP and stack memory visualization.srt (19.0 KB)
    • 5. Why to use meta-heuristics.mp4 (20.2 MB)
    • 5. Why to use meta-heuristics.srt (7.9 KB)
    12. Eulerian Cycles - Chinese Postman Problem
    • 1. Eulerian cycles introduction.mp4 (37.4 MB)
    • 1. Eulerian cycles introduction.srt (12.6 KB)
    • 2. Eulerian cycles applications.mp4 (7.3 MB)
    • 2. Eulerian cycles applications.srt (2.1 KB)
    14. Algorhyme FREE Algorithms Visualizer App
    • 1. Algorithms Visualization App.mp4 (13.7 MB)
    • 1. Algorithms Visualization App.srt (0.0 KB)
    2. Fenwick Trees (Binary Indexed Trees)
    • 1. What are Fenwick trees.mp4 (45.6 MB)
    • 1. What are Fenwick trees.srt (15.1 KB)
    • 2. Fenwick trees theory - tree structure.mp4 (17.7 MB)
    • 2. Fenwick trees theory - tree structure.srt (5.6 KB)
    • 3. Fenwick trees theory - update.mp4 (30.6 MB)
    • 3. Fenwick trees theory - update.srt (10.3 KB)
    • 4. Fenwick trees implementation I.mp4 (26.5 MB)
    • 4. Fenwick trees implementation I.srt (9.6 KB)
    • 5. Fenwick trees implementation II.mp4 (42.5 MB)
    • 5. Fenwick trees implementation II.srt (11.1 KB)
    3. LRU Caches
    • 1. Why to use cache.mp4 (17.9 MB)
    • 1. Why to use cache.srt (4.4 KB)
    • 2. LRU cache illustration.mp4 (28.2 MB)
    • 2. LRU cache illustration.srt (10.2 KB)
    • 3. LRU cache implementation I.mp4 (34.3 MB)
    • 3. LRU cache implementation I.srt (12.0 KB)
    • 4. LRU cache implementation II.mp4 (44.6 MB)
    • 4. LRU cache implementation II.srt (12.7 KB)
    • 5. LRU cache implementation III.mp4 (25.3 MB)
    • 5. LRU cache implementation III.srt (5.7 KB)
    4. Splay Tree Data Structure
    • 1. What are splay trees.mp4 (55.3 MB)
    • 1. What are splay trees.srt (18.3 KB)
    • 2. Splay tree introduction - example.mp4 (10.6 MB)
    • 2. Splay tree introduction - example.srt (5.3 KB)
    • 3. Splay trees implementation I.mp4 (27.6 MB)
    • 3. Splay trees implementation I.srt (8.9 KB)
    • 4. Splay trees implementation II.mp4 (34.2 MB)
    • 4. Splay trees implementation II.srt (9.2 KB)
    • 5. Splay trees implementation III.mp4 (54.4 MB)
    • 5. Splay trees implementation III.srt (11.4 KB)
    • 6. Splay trees application.mp4 (16.2 MB)
    • 6. Splay trees application.srt (4.1 KB)
    5. B-Trees
    • 1. What is external memory.mp4 (38.6 MB)
    • 1. What is external memory.srt (11.0 KB)
    • 2. Disk access times.mp4 (21.1 MB)
    • 2. Disk access times.srt (5.6 KB)
    • 3. What are B-trees.mp4 (29.4 MB)
    • 3. What are B-trees.srt (10.7 KB)
    • 4. B-tree introduction - insertion.mp4 (21.5 MB)
    • 4. B-tree introduction - insertion.srt (15.7 KB)
    • 5. B-tree introduction - deletion.mp4 (15.4 MB)
    • 5. B-tree introduction - deletion.srt (9.1 KB)
    • 6. B-tree variants and file systems.mp4 (23.0 MB)
    • 6. B-tree variants and file systems.srt (6.6 KB)
    6. Trie Data Structures (Prefix Trees)
    • 1. What are tries (prefix trees).mp4 (41.0 MB)
    • 1. What are tries (prefix trees).srt (13.0 KB)
    • 10. Hashing based data structures and tries.mp4 (27.4 MB)
    • 10. Hashing based data structures and tries.srt (9.1 KB)
    • 11. Applications of trie data structures.mp4 (27.7 MB)
    • 11. Applications of trie data structures.srt (7.3 KB)
    • 2. Prefix tree introduction - insertion and searching.mp4 (25.5 MB)
    • 2. Prefix tree introduction - insertion and searching.srt (13.1 KB)
    • 3. Prefix tree introduction - sorting.mp4 (12.4 MB)
    • 3. Prefix tree introduction - sorting.srt (5.6 KB)
    • 4. Prefix tree introduction - autocomplete.mp4 (12.5 MB)
    • 4.

Description

Advanced Algorithms and Data Structures in Python (2021)



https://DevCourseWeb.com

Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 2.16 GB
Genre: eLearning Video | Duration: 68 lectures (8 hour, 36 mins) | Language: English
Fenwick trees, Caches, Splay Trees, Prefix Trees (Tries), Substring-Search Algorithms and Travelling Salesman Problem
What you'll learn

Have a good grasp of algorithmic thinking
Be able to develop your own algorithms
Be able to detect and correct inefficient code snippets
Understand Fenwick trees
Understand caches (LRU caches and Splay Trees)
Understand tries and ternary search trees
Understand substring search algorithms (Rabin-Karp method, KMP algorithm and Z algorithm)
Understand the Hamiltonian cycle problem (and travelling salesman problem)
Understand Eulerian cycle problem

Requirements

Python basics
Some theoretical background (big O notation )



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Advanced Algorithms and Data Structures in Python (2021)

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2.2 GB
seeders:7
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Advanced Algorithms and Data Structures in Python (2021)

Torrent hash: 8460C07C5AF6E1BFC48F572ABC0733489AA6F4DB