| 001. Adversarial search.mp4 | 7.7 MB | ||
| 001. Constraint-satisfaction problems.mp4 | 17.6 MB | ||
| 001. Fairly simple neural networks.mp4 | 13.1 MB | ||
| 001. Genetic algorithms.mp4 | 11.7 MB | ||
| 001. Graph problems.mp4 | 10.1 MB | ||
| 001. K-means clustering.mp4 | 13.9 MB | ||
| 001. Miscellaneous problems.mp4 | 19.9 MB | ||
| 001. Search problems.mp4 | 9 MB | ||
| 001. Small problems.mp4 | 17.2 MB | ||
| 002. A generic genetic algorithm.mp4 | 28.4 MB | ||
| 002. Artificial neural networks.mp4 | 25.9 MB | ||
| 002. Binary search.mp4 | 13.6 MB | ||
| 002. Building a graph framework.mp4 | 24.8 MB | ||
| 002. The Australian map-coloring problem.mp4 | 21.7 MB | ||
| 002. The Traveling Salesman Problem.mp4 | 16.7 MB | ||
| 002. The k-means clustering algorithm.mp4 | 25.2 MB | ||
| 002. Tic-tac-toe.mp4 | 25.4 MB | ||
| 002. Trivial compression.mp4 | 25.8 MB | ||
| 003. A naive test.mp4 | 20.5 MB | ||
| 003. Clustering Michael Jackson albums by length.mp4 | 15.3 MB | ||
| 003. Connect Four.mp4 | 20.3 MB | ||
| 003. Finding the shortest path.mp4 | 10.8 MB | ||
| 003. Maze solving.mp4 | 19.7 MB | ||
| 003. Phone number mnemonics.mp4 | 16.3 MB | ||
| 003. Preliminaries.mp4 | 27.9 MB | ||
| 003. SEND+MORE=MONEY.mp4 | 10.3 MB | ||
| 003. Unbreakable encryption.mp4 | 18.4 MB | ||
| 004. Breadth-first search.mp4 | 13.4 MB | ||
| 004. Classification problems.mp4 | 7.9 MB | ||
| 004. Minimax improvements beyond alpha-beta pruning.mp4 | 15.3 MB | ||
| 004. Minimizing the cost of building the network.mp4 | 26.6 MB | ||
| 004. Optimizing list compression.mp4 | 27.9 MB | ||
| 004. The Towers of Hanoi.mp4 | 24.8 MB | ||
| 005. A search.mp4 | 24.1 MB | ||
| 005. Finding shortest paths in a weighted graph.mp4 | 19.6 MB | ||
| 005. The classic iris data set.mp4 | 19.9 MB | ||
| 006. Missionaries and cannibals.mp4 | 15.6 MB | ||
| 006. Speeding up neural networks.mp4 | 27.2 MB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 40 total files | |||
Classic Computer Science Problems in Python (Video Edition) (Manning)
https://FreeCourseWeb.com
March 2019 | Created By David Kopec
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 38 Lessons 4 hours 55 minutes | Size: 709 MB
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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