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Torrent Details
Udemy - Algorithms and Data Structures in Python
Category:
Other
Size:
2.39 GB
Seeders:
15
Leechers:
2
Downloads:
94
Uploaded:
Oct 25, 2018
Torrent
Magnet
Files
Trackers
Info
Udemy - Algorithms and Data Structures in Python
01 Introduction
001 Introduction.mp4
- 4.07 MB
002 Complexity theory.mp4
- 56.85 MB
02 Setup
001 Installing LiClipse.mp4
- 11.77 MB
03 Data Structures
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
- 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
- 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
- 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
- 22.06 MB
08 Machine Learning - Regression
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
09 Machine Learning - Classification
001 K-nearest neighbour introduction.mp4
- 37.32 MB
002 K-nearest neighbour introduction - normalize data.mp4
- 10.27 MB
003 K-nearest neighbour example I.mp4
- 8.62 MB
004 K-nearest neighbour example II.mp4
- 7.56 MB
005 Naive bayesian classifier introduction.mp4
- 45.74 MB
006 Naive bayesian example.mp4
- 20.78 MB
007 Support vector machine SVM introduction.mp4
- 19.53 MB
008 Support vector machine example I.mp4
- 10.85 MB
009 Support vector machine example II - image recognition.mp4
- 22.78 MB
10 Machine Learning - Tree Based Algorithms
001 Decision trees introduction.mp4
- 31.76 MB
002 Decision tree example I.mp4
- 5.82 MB
003 Decision tree example II - iris data.mp4
- 49.55 MB
004 Pruning and bagging.mp4
- 14.46 MB
005 Random forest introduction.mp4
- 10.28 MB
006 Boosting.mp4
- 12.18 MB
007 Random forest example I.mp4
- 8.92 MB
008 Random forest example II - enhance credit scoring.mp4
- 8.89 MB
11 Machine Learning - Clustering
001 K-means clustering introduction.mp4
- 34.02 MB
002 K-means clustering example.mp4
- 17.11 MB
003 DBSCAN clustering introduction.mp4
- 25.57 MB
004 Hierarchical clustering introduction.mp4
- 22.85 MB
005 Hierarchical clustering example.mp4
- 13.58 MB
12 Machine Learning - Neural Networks
001 Introduction.mp4
- 16.57 MB
002 Simple example - logical AND table.mp4
- 30.06 MB
003 Training a neural network.mp4
- 36.1 MB
004 Complex neural networks.mp4
- 34.83 MB
005 Applications of neural networks.mp4
- 24.97 MB
006 Deep learning.mp4
- 11.23 MB
007 Neural network example - XOR problem.mp4
- 25.12 MB
13 Outro
001 Final words.mp4
- 6.21 MB
Trackers
Seeders
Leechers
Downloads
udp://tracker.opentrackr.org:1337/announce
15
2
6
udp://tracker.moeking.me:6969/announce
1
0
5
udp://tracker.openbittorrent.com:80/announce
12
0
10
udp://tracker.torrent.eu.org:451/announce
1
0
8
udp://open.stealth.si:80/announce
1
1
48
udp://tracker4.itzmx.com:2710/announce
0
0
0
udp://retracker.lanta-net.ru:2710/announce
4
1
14
udp://exodus.desync.com:6969/announce
7
0
3
InfoHash:
0325DD76EACEEC60E035BF631E298BC069F9A945
Last updated:
Jan 24, 2022
File count:
80 B
File Category:
1
Tags:
udemy, algorithms, data, structures, python
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