Classic Computer Science Problems in Python
Kopec, David
ISBN 10: 1617295981 ISBN 13: 9781617295980
Published by Manning Publications|Manning, 2019
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About this Item
Description:
Highly recommended to everyone interested in deepening their understanding of Python and practical computer science. | Key Features > Master formal techniques taught in college computer science classes > Connect computer science t. Seller Inventory # 259150096
Synopsis:
Classic Computer Science Problems in Python presents dozens of coding challenges, ranging from simple tasks like finding items in a list with a binary sort algorithm to clustering data using k-means.
Classic Computer Science Problems in Python deepens your Python language skills by challenging you with time-tested scenarios, exercises, 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
Key Features
· Breadth-first and depth-first search algorithms
· Constraints satisfaction problems
· Common techniques for graphs
· Adversarial Search
· Neural networks and genetic algorithms
· Written for data engineers and scientists with experience using Python.
For readers comfortable with the basics of Python
About the technology
Python is used everywhere for web applications, data munging, and powerful machine learning applications. Even problems that seem new or unique stand on the shoulders of classic algorithms, coding techniques, and engineering principles. Master these core skills, and you’ll be ready to use Python for AI, data-centric programming, deep learning, and the other challenges you’ll face as you grow your skill as a programmer.
David Kopec teaches at Champlain College in Burlington, VT and is the author of Manning’s Classic Computer Science Problemsin Swift.
About the Author:
David Kopec teaches at Champlain College in Burlington, VT and is the author of Manning’s Classic Computer Science Problems in Swift.
"About this title" may belong to another edition of this title.
Bibliographic Details
Title: Classic Computer Science Problems in Python
Publisher: Manning Publications|Manning
Publication Date: 2019
Binding: Soft cover
Condition: New
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Classic Computer Science Problems in Python
Published by
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ISBN 10: 1617295981
ISBN 13: 9781617295980
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