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TORRENT DETAILS
Udemy - Advanced Algorithms And Data Structures In Python 2022
TORRENT SUMMARY
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Language: English | Size: 2.63 GB | Duration: 10h 21m
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 )
Description
This course is for those who are interested in computer science and want to implement the algorithms and given data structures in Python. In every chapter you will learn about the theory of a given data structure or algorithm and then you will implement them from scratch.
Chapter 1: Binary Indexed Trees (Fenwick Trees)
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4
11.2 MB
~Get Your Files Here !/01 - Introduction/001 Introduction_en.vtt
2.4 KB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/001 What are Fenwick trees.mp4
45.6 MB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/001 What are Fenwick trees_en.vtt
13.2 KB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/002 Fenwick trees theory - tree structure.mp4
17.7 MB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/002 Fenwick trees theory - tree structure_en.vtt
4.9 KB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/003 Fenwick trees theory - update.mp4
30.6 MB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/003 Fenwick trees theory - update_en.vtt
9 KB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/004 Fenwick trees implementation I.mp4
26.5 MB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/004 Fenwick trees implementation I_en.vtt
8.4 KB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/005 Fenwick trees implementation II.mp4
42.4 MB
~Get Your Files Here !/02 - Fenwick Trees (Binary Indexed Trees)/005 Fenwick trees implementation II_en.vtt
9.6 KB
~Get Your Files Here !/03 - LRU Caches/001 Why to use cache.mp4
17.8 MB
~Get Your Files Here !/03 - LRU Caches/001 Why to use cache_en.vtt
3.9 KB
~Get Your Files Here !/03 - LRU Caches/002 LRU cache illustration.mp4
28.2 MB
~Get Your Files Here !/03 - LRU Caches/002 LRU cache illustration_en.vtt
8.9 KB
~Get Your Files Here !/03 - LRU Caches/003 LRU cache implementation I.mp4
34.3 MB
~Get Your Files Here !/03 - LRU Caches/003 LRU cache implementation I_en.vtt
10.5 KB
~Get Your Files Here !/03 - LRU Caches/004 LRU cache implementation II.mp4
44.6 MB
~Get Your Files Here !/03 - LRU Caches/004 LRU cache implementation II_en.vtt
11 KB
~Get Your Files Here !/03 - LRU Caches/005 LRU cache implementation III.mp4
25.3 MB
~Get Your Files Here !/03 - LRU Caches/005 LRU cache implementation III_en.vtt
5 KB
~Get Your Files Here !/04 - Splay Tree Data Structure/001 What are splay trees.mp4
55.3 MB
~Get Your Files Here !/04 - Splay Tree Data Structure/001 What are splay trees_en.vtt
15.9 KB
~Get Your Files Here !/04 - Splay Tree Data Structure/002 Splay tree introduction - example.mp4
10.6 MB
~Get Your Files Here !/04 - Splay Tree Data Structure/002 Splay tree introduction - example_en.vtt
4.6 KB
~Get Your Files Here !/04 - Splay Tree Data Structure/003 Splay trees implementation I.mp4
27.6 MB
~Get Your Files Here !/04 - Splay Tree Data Structure/003 Splay trees implementation I_en.vtt
7.8 KB
~Get Your Files Here !/04 - Splay Tree Data Structure/004 Splay trees implementation II.mp4
34.2 MB
~Get Your Files Here !/04 - Splay Tree Data Structure/004 Splay trees implementation II_en.vtt
8 KB
~Get Your Files Here !/04 - Splay Tree Data Structure/005 Splay trees implementation III.mp4
54.4 MB
~Get Your Files Here !/04 - Splay Tree Data Structure/005 Splay trees implementation III_en.vtt
9.9 KB
~Get Your Files Here !/04 - Splay Tree Data Structure/006 Splay trees application.mp4
16.2 MB
~Get Your Files Here !/04 - Splay Tree Data Structure/006 Splay trees application_en.vtt
3.6 KB
~Get Your Files Here !/05 - B-Trees/001 What is external memory.mp4
38.6 MB
~Get Your Files Here !/05 - B-Trees/001 What is external memory_en.vtt
9.7 KB
~Get Your Files Here !/05 - B-Trees/002 Disk access times.mp4
21.1 MB
~Get Your Files Here !/05 - B-Trees/002 Disk access times_en.vtt
5 KB
~Get Your Files Here !/05 - B-Trees/003 What are B-trees.mp4
29.4 MB
~Get Your Files Here !/05 - B-Trees/003 What are B-trees_en.vtt
9.5 KB
~Get Your Files Here !/05 - B-Trees/004 B-tree introduction - insertion.mp4
21.5 MB
~Get Your Files Here !/05 - B-Trees/004 B-tree introduction - insertion_en.vtt
13.6 KB
~Get Your Files Here !/05 - B-Trees/005 B-tree introduction - deletion.mp4
15.3 MB
~Get Your Files Here !/05 - B-Trees/005 B-tree introduction - deletion_en.vtt
7.9 KB
~Get Your Files Here !/05 - B-Trees/006 B-tree variants and file systems.mp4
23 MB
~Get Your Files Here !/05 - B-Trees/006 B-tree variants and file systems_en.vtt
5.8 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/001 What are tries (prefix trees).mp4
41 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/001 What are tries (prefix trees)_en.vtt
11.4 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/002 Prefix tree introduction - insertion and searching.mp4
25.5 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/002 Prefix tree introduction - insertion and searching_en.vtt
11.4 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/003 Prefix tree introduction - sorting.mp4
12.4 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/003 Prefix tree introduction - sorting_en.vtt
5 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/004 Prefix tree introduction - autocomplete.mp4
12.5 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/004 Prefix tree introduction - autocomplete_en.vtt
4.5 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/005 Prefix tree introduction - associative arrays.mp4
11.5 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/005 Prefix tree introduction - associative arrays_en.vtt
5.8 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/006 Tries data structure implementation I.mp4
50.7 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/006 Tries data structure implementation I_en.vtt
12.6 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/007 Tries data structure implementation II.mp4
34.7 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/007 Tries data structure implementation II_en.vtt
7.2 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/008 Tries data structure implementation III.mp4
67.9 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/008 Tries data structure implementation III_en.vtt
12 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/009 Trie data structures as associative arrays.mp4
28.8 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/009 Trie data structures as associative arrays_en.vtt
5 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/010 Hashing based data structures and tries.mp4
27.4 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/010 Hashing based data structures and tries_en.vtt
8.1 KB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/011 Applications of trie data structures.mp4
27.7 MB
~Get Your Files Here !/06 - Trie Data Structures (Prefix Trees)/011 Applications of trie data structures_en.vtt
6.4 KB
~Get Your Files Here !/07 - Interview Questions - IP Routing with Tries/001 Networking and the longest common prefix problem.mp4
28.6 MB
~Get Your Files Here !/07 - Interview Questions - IP Routing with Tries/001 Networking and the longest common prefix problem_en.vtt
8.8 KB
~Get Your Files Here !/07 - Interview Questions - IP Routing with Tries/002 Longest common prefix implementation.mp4
44.6 MB
~Get Your Files Here !/07 - Interview Questions - IP Routing with Tries/002 Longest common prefix implementation_en.vtt
8.8 KB
~Get Your Files Here !/08 - Ternary Search Trees/001 What are ternary search trees.mp4
27 MB
~Get Your Files Here !/08 - Ternary Search Trees/001 What are ternary search trees_en.vtt
7.6 KB
~Get Your Files Here !/08 - Ternary Search Trees/002 Ternary search tree visualization.mp4
25.3 MB
~Get Your Files Here !/08 - Ternary Search Trees/002 Ternary search tree visualization_en.vtt
12.7 KB
~Get Your Files Here !/08 - Ternary Search Trees/003 Ternary search tree implementation I.mp4
35.4 MB
~Get Your Files Here !/08 - Ternary Search Trees/003 Ternary search tree implementation I_en.vtt
7.7 KB
~Get Your Files Here !/08 - Ternary Search Trees/004 Recursion and stack memory visualization.mp4
35.7 MB
~Get Your Files Here !/08 - Ternary Search Trees/004 Recursion and stack memory visualization_en.vtt
9.7 KB
~Get Your Files Here !/08 - Ternary Search Trees/005 Ternary search tree implementation II.mp4
28.8 MB
~Get Your Files Here !/08 - Ternary Search Trees/005 Ternary search tree implementation II_en.vtt
6.2 KB
~Get Your Files Here !/08 - Ternary Search Trees/006 Ternary search tree implementation III.mp4
37.7 MB
~Get Your Files Here !/08 - Ternary Search Trees/006 Ternary search tree implementation III_en.vtt
6.4 KB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/001 What is boggle and how to solve it.mp4
23.7 MB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/001 What is boggle and how to solve it_en.vtt
8.6 KB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/002 Boggle game with ternary search tree implementation I.mp4
38.9 MB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/002 Boggle game with ternary search tree implementation I_en.vtt
8.3 KB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/003 Boggle game with ternary search tree implementation II.mp4
65.5 MB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/003 Boggle game with ternary search tree implementation II_en.vtt
13.5 KB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/004 Boggle game with ternary search tree implementation III.mp4
22.7 MB
~Get Your Files Here !/09 - Interview Questions - Boggle Game/004 Boggle game with ternary search tree implementation III_en.vtt
3.8 KB
~Get Your Files Here !/10 - Substring Search Algorithms/001 Brute-force search introduction.mp4
21.4 MB
~Get Your Files Here !/10 - Substring Search Algorithms/001 Brute-force search introduction_en.vtt
8.6 KB
~Get Your Files Here !/10 - Substring Search Algorithms/002 Brute-force substring search algorithm implementation.mp4
24.5 MB
~Get Your Files Here !/10 - Substring Search Algorithms/002 Brute-force substring search algorithm implementation_en.vtt
7.5 KB
~Get Your Files Here !/10 - Substring Search Algorithms/003 Rabin-Karp algorithm introduction.mp4
65.6 MB
~Get Your Files Here !/10 - Substring Search Algorithms/003 Rabin-Karp algorithm introduction_en.vtt