Udemy Algorithms and Data Structures in Python | 0325DD76EACEEC60E035BF631E298BC069F9A945

Udemy Algorithms and Data Structures in Python

Name	Udemy - Algorithms and Data Structures in Python	DOWNLOAD Copy Link
Total Size	2.6 GB
Total Files	80
Last Seen	2025-01-08 23:28
Hash	0325DD76EACEEC60E035BF631E298BC069F9A945

/01 Introduction/
001 Introduction.mp4	4.3 MB
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
002 Linked list implementation.mp4	63.6 MB
003 Binary search tree introduction.mp4	33.3 MB
004 Binary search tree implementation - Node.mp4	52.7 MB
005 Binary Search Tree implementation final.mp4	33.3 MB
006 AVL trees introduction.mp4	64.0 MB
007 AVL tree implementation I.mp4	42.8 MB
008 AVL tree implementation II.mp4	80.0 MB
009 Heaps introduction.mp4	47.8 MB
010 Heap implementation I.mp4	33.5 MB
011 Heap implementation II - heapsort.mp4	39.6 MB
012 Hashtable introduction.mp4	73.2 MB
013 Ternary search trees introduction.mp4	46.6 MB
014 Ternary search trees implementation I.mp4	34.9 MB
015 Ternary search trees implementation II.mp4	22.2 MB
/04 Graph Algorithms/
001 Graph theory.mp4	30.4 MB
002 Breadth-first search introduction.mp4	11.9 MB
003 Breadth-first search implementation.mp4	24.4 MB
004 Depth-first search introduction.mp4	9.5 MB
005 Depth-first search implementation.mp4	18.8 MB
006 Shortest path introduction.mp4	39.8 MB
007 Dijkstra algorithm.mp4	68.1 MB
008 Bellman-Ford algorithm introduction.mp4	13.7 MB
009 Bellman-Ford implementation.mp4	78.3 MB
010 Spanning trees introduction.mp4	38.2 MB
011 Kruskal algorithm I - The union find data structure.mp4	71.0 MB
012 Kruskal algorithm II.mp4	29.3 MB
013 Prims-Jarnik algorithm.mp4	47.4 MB
/05 Other Problems/
001 Red-black trees.mp4	63.1 MB
002 Splay trees.mp4	67.8 MB
003 Coloring problem.mp4	61.6 MB
004 Backtracking - N queens problem.mp4	30.9 MB
005 Euler cycles - chinese postman problem.mp4	43.7 MB
/06 Basic Sorting Algorithms/
001 Bubble sort.mp4	20.2 MB
002 Insertion sort.mp4	19.7 MB
003 Merge sort.mp4	18.7 MB
004 Quicksort.mp4	19.9 MB
005 Counting sort.mp4	19.7 MB
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
002 Linear regression example.mp4	22.6 MB
003 Logistic regression introduction.mp4	45.1 MB
004 Cross validation.mp4	20.9 MB
005 Logistic regression example - sigmoid function.mp4	48.9 MB
006 Logistic regression example II.mp4	17.0 MB
007 Logistic regression example III - credit scoring.mp4	53.9 MB
/09 Machine Learning - Classification/
001 K-nearest neighbour introduction.mp4	39.1 MB
002 K-nearest neighbour introduction - normalize data.mp4	10.8 MB
003 K-nearest neighbour example I.mp4	9.0 MB
004 K-nearest neighbour example II.mp4	7.9 MB
005 Naive bayesian classifier introduction.mp4	48.0 MB
006 Naive bayesian example.mp4	21.8 MB
007 Support vector machine SVM introduction.mp4	20.5 MB
008 Support vector machine example I.mp4	11.4 MB
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
002 Decision tree example I.mp4	6.1 MB
003 Decision tree example II - iris data.mp4	52.0 MB
004 Pruning and bagging.mp4	15.2 MB
005 Random forest introduction.mp4	10.8 MB
006 Boosting.mp4	12.8 MB
007 Random forest example I.mp4	9.4 MB
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
002 K-means clustering example.mp4	17.9 MB
003 DBSCAN clustering introduction.mp4	26.8 MB
004 Hierarchical clustering introduction.mp4	24.0 MB
005 Hierarchical clustering example.mp4	14.2 MB
/12 Machine Learning - Neural Networks/
001 Introduction.mp4	17.4 MB
002 Simple example - logical AND table.mp4	31.5 MB
003 Training a neural network.mp4	37.9 MB
004 Complex neural networks.mp4	36.5 MB
005 Applications of neural networks.mp4	26.2 MB
006 Deep learning.mp4	11.8 MB
007 Neural network example - XOR problem.mp4	26.3 MB
/13 Outro/
001 Final words.mp4	6.5 MB
Total files 80