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种子哈希：0325dd76eaceec60e035bf631e298bc069f9a945
文档大小：2.6 GB
文档个数：80个文档
下载次数：8449次
下载速度：极快
收录时间：2017-02-09
最近下载：2025-05-15
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Udemy - Algorithms and Data Structures in Python的二维码

文档列表

01 Introduction/001 Introduction.mp4 4.3 MB
01 Introduction/002 Complexity theory.mp4 59.6 MB
02 Setup/001 Installing LiClipse.mp4 12.3 MB
03 Data Structures/001 Linked List introduction.mp4 36.9 MB
03 Data Structures/002 Linked list implementation.mp4 63.6 MB
03 Data Structures/003 Binary search tree introduction.mp4 33.3 MB
03 Data Structures/004 Binary search tree implementation - Node.mp4 52.7 MB
03 Data Structures/005 Binary Search Tree implementation final.mp4 33.3 MB
03 Data Structures/006 AVL trees introduction.mp4 64.0 MB
03 Data Structures/007 AVL tree implementation I.mp4 42.8 MB
03 Data Structures/008 AVL tree implementation II.mp4 80.0 MB
03 Data Structures/009 Heaps introduction.mp4 47.8 MB
03 Data Structures/010 Heap implementation I.mp4 33.5 MB
03 Data Structures/011 Heap implementation II - heapsort.mp4 39.6 MB
03 Data Structures/012 Hashtable introduction.mp4 73.2 MB
03 Data Structures/013 Ternary search trees introduction.mp4 46.6 MB
03 Data Structures/014 Ternary search trees implementation I.mp4 34.9 MB
03 Data Structures/015 Ternary search trees implementation II.mp4 22.2 MB
04 Graph Algorithms/001 Graph theory.mp4 30.4 MB
04 Graph Algorithms/002 Breadth-first search introduction.mp4 11.9 MB
04 Graph Algorithms/003 Breadth-first search implementation.mp4 24.4 MB
04 Graph Algorithms/004 Depth-first search introduction.mp4 9.5 MB
04 Graph Algorithms/005 Depth-first search implementation.mp4 18.8 MB
04 Graph Algorithms/006 Shortest path introduction.mp4 39.8 MB
04 Graph Algorithms/007 Dijkstra algorithm.mp4 68.1 MB
04 Graph Algorithms/008 Bellman-Ford algorithm introduction.mp4 13.7 MB
04 Graph Algorithms/009 Bellman-Ford implementation.mp4 78.3 MB
04 Graph Algorithms/010 Spanning trees introduction.mp4 38.2 MB
04 Graph Algorithms/011 Kruskal algorithm I - The union find data structure.mp4 71.0 MB
04 Graph Algorithms/012 Kruskal algorithm II.mp4 29.3 MB
04 Graph Algorithms/013 Prims-Jarnik algorithm.mp4 47.4 MB
05 Other Problems/001 Red-black trees.mp4 63.1 MB
05 Other Problems/002 Splay trees.mp4 67.8 MB
05 Other Problems/003 Coloring problem.mp4 61.6 MB
05 Other Problems/004 Backtracking - N queens problem.mp4 30.9 MB
05 Other Problems/005 Euler cycles - chinese postman problem.mp4 43.7 MB
06 Basic Sorting Algorithms/001 Bubble sort.mp4 20.2 MB
06 Basic Sorting Algorithms/002 Insertion sort.mp4 19.7 MB
06 Basic Sorting Algorithms/003 Merge sort.mp4 18.7 MB
06 Basic Sorting Algorithms/004 Quicksort.mp4 19.9 MB
06 Basic Sorting Algorithms/005 Counting sort.mp4 19.7 MB
06 Basic Sorting Algorithms/006 Radix sort.mp4 28.0 MB
07 Machine Learning - Introduction/001 Introduction.mp4 23.1 MB
08 Machine Learning - Regression/001 Linear regression introduction.mp4 24.4 MB
08 Machine Learning - Regression/002 Linear regression example.mp4 22.6 MB
08 Machine Learning - Regression/003 Logistic regression introduction.mp4 45.1 MB
08 Machine Learning - Regression/004 Cross validation.mp4 20.9 MB
08 Machine Learning - Regression/005 Logistic regression example - sigmoid function.mp4 48.9 MB
08 Machine Learning - Regression/006 Logistic regression example II.mp4 17.0 MB
08 Machine Learning - Regression/007 Logistic regression example III - credit scoring.mp4 53.9 MB
09 Machine Learning - Classification/001 K-nearest neighbour introduction.mp4 39.1 MB
09 Machine Learning - Classification/002 K-nearest neighbour introduction - normalize data.mp4 10.8 MB
09 Machine Learning - Classification/003 K-nearest neighbour example I.mp4 9.0 MB
09 Machine Learning - Classification/004 K-nearest neighbour example II.mp4 7.9 MB
09 Machine Learning - Classification/005 Naive bayesian classifier introduction.mp4 48.0 MB
09 Machine Learning - Classification/006 Naive bayesian example.mp4 21.8 MB
09 Machine Learning - Classification/007 Support vector machine SVM introduction.mp4 20.5 MB
09 Machine Learning - Classification/008 Support vector machine example I.mp4 11.4 MB
09 Machine Learning - Classification/009 Support vector machine example II - image recognition.mp4 23.9 MB
10 Machine Learning - Tree Based Algorithms/001 Decision trees introduction.mp4 33.3 MB
10 Machine Learning - Tree Based Algorithms/002 Decision tree example I.mp4 6.1 MB
10 Machine Learning - Tree Based Algorithms/003 Decision tree example II - iris data.mp4 52.0 MB
10 Machine Learning - Tree Based Algorithms/004 Pruning and bagging.mp4 15.2 MB
10 Machine Learning - Tree Based Algorithms/005 Random forest introduction.mp4 10.8 MB
10 Machine Learning - Tree Based Algorithms/006 Boosting.mp4 12.8 MB
10 Machine Learning - Tree Based Algorithms/007 Random forest example I.mp4 9.4 MB
10 Machine Learning - Tree Based Algorithms/008 Random forest example II - enhance credit scoring.mp4 9.3 MB
11 Machine Learning - Clustering/001 K-means clustering introduction.mp4 35.7 MB
11 Machine Learning - Clustering/002 K-means clustering example.mp4 17.9 MB
11 Machine Learning - Clustering/003 DBSCAN clustering introduction.mp4 26.8 MB
11 Machine Learning - Clustering/004 Hierarchical clustering introduction.mp4 24.0 MB
11 Machine Learning - Clustering/005 Hierarchical clustering example.mp4 14.2 MB
12 Machine Learning - Neural Networks/001 Introduction.mp4 17.4 MB
12 Machine Learning - Neural Networks/002 Simple example - logical AND table.mp4 31.5 MB
12 Machine Learning - Neural Networks/003 Training a neural network.mp4 37.9 MB
12 Machine Learning - Neural Networks/004 Complex neural networks.mp4 36.5 MB
12 Machine Learning - Neural Networks/005 Applications of neural networks.mp4 26.2 MB
12 Machine Learning - Neural Networks/006 Deep learning.mp4 11.8 MB
12 Machine Learning - Neural Networks/007 Neural network example - XOR problem.mp4 26.3 MB
13 Outro/001 Final words.mp4 6.5 MB

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