Udemy - Algorithms and Data Structures in Python
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Torrent File Content (80 files)
Udemy - Algorithms and Data Structures in Python
01 Introduction
001 Introduction.mp4 -
01 Introduction
001 Introduction.mp4 -
4.07 MB
002 Complexity theory.mp4 -
56.85 MB
02 Setup
001 Installing LiClipse.mp4 -
001 Installing LiClipse.mp4 -
11.77 MB
03 Data Structures
001 Linked List introduction.mp4 -
001 Linked List introduction.mp4 -
35.21 MB
002 Linked list implementation.mp4 -
60.7 MB
003 Binary search tree introduction.mp4 -
31.76 MB
004 Binary search tree implementation - Node.mp4 -
50.26 MB
005 Binary Search Tree implementation final.mp4 -
31.74 MB
006 AVL trees introduction.mp4 -
61.02 MB
007 AVL tree implementation I.mp4 -
40.81 MB
008 AVL tree implementation II.mp4 -
76.34 MB
009 Heaps introduction.mp4 -
45.62 MB
010 Heap implementation I.mp4 -
31.97 MB
011 Heap implementation II - heapsort.mp4 -
37.81 MB
012 Hashtable introduction.mp4 -
69.79 MB
013 Ternary search trees introduction.mp4 -
44.46 MB
014 Ternary search trees implementation I.mp4 -
33.25 MB
015 Ternary search trees implementation II.mp4 -
21.22 MB
04 Graph Algorithms
001 Graph theory.mp4 -
001 Graph theory.mp4 -
29.01 MB
002 Breadth-first search introduction.mp4 -
11.34 MB
003 Breadth-first search implementation.mp4 -
23.3 MB
004 Depth-first search introduction.mp4 -
9.02 MB
005 Depth-first search implementation.mp4 -
17.94 MB
006 Shortest path introduction.mp4 -
37.99 MB
007 Dijkstra algorithm.mp4 -
64.97 MB
008 Bellman-Ford algorithm introduction.mp4 -
13.05 MB
009 Bellman-Ford implementation.mp4 -
74.66 MB
010 Spanning trees introduction.mp4 -
36.42 MB
011 Kruskal algorithm I - The union find data structure.mp4 -
67.7 MB
012 Kruskal algorithm II.mp4 -
27.9 MB
013 Prims-Jarnik algorithm.mp4 -
45.2 MB
05 Other Problems
001 Red-black trees.mp4 -
001 Red-black trees.mp4 -
60.22 MB
002 Splay trees.mp4 -
64.68 MB
003 Coloring problem.mp4 -
58.73 MB
004 Backtracking - N queens problem.mp4 -
29.48 MB
005 Euler cycles - chinese postman problem.mp4 -
41.65 MB
06 Basic Sorting Algorithms
001 Bubble sort.mp4 -
001 Bubble sort.mp4 -
19.28 MB
002 Insertion sort.mp4 -
18.81 MB
003 Merge sort.mp4 -
17.86 MB
004 Quicksort.mp4 -
18.96 MB
005 Counting sort.mp4 -
18.74 MB
006 Radix sort.mp4 -
26.66 MB
07 Machine Learning - Introduction
001 Introduction.mp4 -
001 Introduction.mp4 -
22.06 MB
08 Machine Learning - Regression
001 Linear regression introduction.mp4 -
001 Linear regression introduction.mp4 -
23.26 MB
002 Linear regression example.mp4 -
21.57 MB
003 Logistic regression introduction.mp4 -
43.02 MB
004 Cross validation.mp4 -
19.95 MB
005 Logistic regression example - sigmoid function.mp4 -
46.61 MB
006 Logistic regression example II.mp4 -
16.21 MB
007 Logistic regression example III - credit scoring.mp4 -
51.42 MB
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