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Classic Computer Science Problems In Python (Video Edition) (Manning)
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Classic Computer Science Problems in Python deepens your knowledge of problem solving techniques from the realm of computer science by challenging you with time-tested scenarios and algorithms.
As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and discover classic solutions to your "new" problems!
In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video.
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FILE LIST
Filename
Size
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Chapter 1. Small problems/001. Small problems.mp4
17.2 MB
~Get Your Files Here !/Chapter 1. Small problems/002. Trivial compression.mp4
25.8 MB
~Get Your Files Here !/Chapter 1. Small problems/003. Unbreakable encryption.mp4
18.4 MB
~Get Your Files Here !/Chapter 1. Small problems/004. The Towers of Hanoi.mp4
24.8 MB
~Get Your Files Here !/Chapter 2. Search problems/001. Search problems.mp4
9 MB
~Get Your Files Here !/Chapter 2. Search problems/002. Binary search.mp4
13.6 MB
~Get Your Files Here !/Chapter 2. Search problems/003. Maze solving.mp4
19.7 MB
~Get Your Files Here !/Chapter 2. Search problems/004. Breadth-first search.mp4
13.4 MB
~Get Your Files Here !/Chapter 2. Search problems/005. A search.mp4
24.1 MB
~Get Your Files Here !/Chapter 2. Search problems/006. Missionaries and cannibals.mp4
15.6 MB
~Get Your Files Here !/Chapter 3. Constraint-satisfaction problems/001. Constraint-satisfaction problems.mp4
17.6 MB
~Get Your Files Here !/Chapter 3. Constraint-satisfaction problems/002. The Australian map-coloring problem.mp4
21.7 MB
~Get Your Files Here !/Chapter 3. Constraint-satisfaction problems/003. SEND+MORE=MONEY.mp4
10.3 MB
~Get Your Files Here !/Chapter 4. Graph problems/001. Graph problems.mp4
10.1 MB
~Get Your Files Here !/Chapter 4. Graph problems/002. Building a graph framework.mp4
24.8 MB
~Get Your Files Here !/Chapter 4. Graph problems/003. Finding the shortest path.mp4
10.8 MB
~Get Your Files Here !/Chapter 4. Graph problems/004. Minimizing the cost of building the network.mp4
26.6 MB
~Get Your Files Here !/Chapter 4. Graph problems/005. Finding shortest paths in a weighted graph.mp4
19.6 MB
~Get Your Files Here !/Chapter 5. Genetic algorithms/001. Genetic algorithms.mp4
11.7 MB
~Get Your Files Here !/Chapter 5. Genetic algorithms/002. A generic genetic algorithm.mp4
28.4 MB
~Get Your Files Here !/Chapter 5. Genetic algorithms/003. A naive test.mp4
20.5 MB
~Get Your Files Here !/Chapter 5. Genetic algorithms/004. Optimizing list compression.mp4
27.9 MB
~Get Your Files Here !/Chapter 6. K-means clustering/001. K-means clustering.mp4
13.9 MB
~Get Your Files Here !/Chapter 6. K-means clustering/002. The k-means clustering algorithm.mp4
25.2 MB
~Get Your Files Here !/Chapter 6. K-means clustering/003. Clustering Michael Jackson albums by length.mp4
15.3 MB
~Get Your Files Here !/Chapter 7. Fairly simple neural networks/001. Fairly simple neural networks.mp4
13.1 MB
~Get Your Files Here !/Chapter 7. Fairly simple neural networks/002. Artificial neural networks.mp4
25.9 MB
~Get Your Files Here !/Chapter 7. Fairly simple neural networks/003. Preliminaries.mp4
27.9 MB
~Get Your Files Here !/Chapter 7. Fairly simple neural networks/004. Classification problems.mp4
7.9 MB
~Get Your Files Here !/Chapter 7. Fairly simple neural networks/005. The classic iris data set.mp4
19.9 MB
~Get Your Files Here !/Chapter 7. Fairly simple neural networks/006. Speeding up neural networks.mp4
27.2 MB
~Get Your Files Here !/Chapter 8. Adversarial search/001. Adversarial search.mp4
7.7 MB
~Get Your Files Here !/Chapter 8. Adversarial search/002. Tic-tac-toe.mp4
25.4 MB
~Get Your Files Here !/Chapter 8. Adversarial search/003. Connect Four.mp4
20.3 MB
~Get Your Files Here !/Chapter 8. Adversarial search/004. Minimax improvements beyond alpha-beta pruning.mp4
15.3 MB
~Get Your Files Here !/Chapter 9. Miscellaneous problems/001. Miscellaneous problems.mp4
19.9 MB
~Get Your Files Here !/Chapter 9. Miscellaneous problems/002. The Traveling Salesman Problem.mp4
16.7 MB
~Get Your Files Here !/Chapter 9. Miscellaneous problems/003. Phone number mnemonics.mp4
