Classic Computer Science Problems in Python - Couverture souple

Kopec, David

Couverture souple

ISBN 10 : 1617295981 ISBN 13 : 9781617295980

Editeur : Manning, 2019

Synopsis

”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 theory to real-world applications, data, and performance  > Prepare for programmer interviews  > Recognize the core ideas behind most “new” challenges  > Covers Python 3.7 Note: Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About The Book

Programming problems that seem new or unique are usually rooted in well-known engineering principles. Classic Computer Science Problems in Python guides you through time-tested scenarios, exercises, and algorithms that will prepare you for the “new” problems you’ll face when you start your next project.

In this amazing book, you'll tackle dozens of coding challenges, ranging from simple tasks like binary search algorithms to clustering data using k-means. As you work through examples for web development, machine learning, and more, you'll remember important things you've forgotten and discover classic solutions that will save you hours of time.

What You Will Learn

• Search algorithms
• Common techniques for graphs
• Neural networks
• Genetic algorithms
• Adversarial search
• Uses type hints throughout

This Book Is Written For

For intermediate Python programmers.

About The Author

David Kopec is an assistant professor of Computer Science and Innovation at Champlain College in Burlington, Vermont. He is the author of Dart for Absolute Beginners (Apress, 2014), Classic Computer Science Problems in Swift (Manning, 2018), and Classic Computer Science Problems in Java (Manning, 2020)

Table of Contents

1. Small problems
2. Search problems
3. Constraint-satisfaction problems
4. Graph problems
5. Genetic algorithms
6. K-means clustering
7. Fairly simple neural networks
8. Adversarial search
9. Miscellaneous problems

A propos du livre

À propos de l?auteur

David Kopec teaches at Champlain College in Burlington, VT and is the author of Manning’s Classic Computer Science Problems in Swift.

Détails de l'édition

• Éditeur: Manning
• Date d'édition: 2019
• Langue: anglais
• ISBN 10: 1617295981
• ISBN 13: 9781617295980
• Reliure: Broché
• Numéro d'édition: 1
• Nombre de pages: 224
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible