{"product_id":"classic-computer-science-problems-in-python-9781617295980","title":"Classic Computer Science Problems in Python","description":"\u003cp\u003eHighly 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 youll face when you start your next project.  In this amazing book  youll 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  youll remember important things youve 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\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":67894148333621,"sku":"ByrdShop_1617295981","price":34.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781617295980.jpg?v=1793764655","url":"https:\/\/atxbooks.com\/products\/classic-computer-science-problems-in-python-9781617295980","provider":"ATX Books","version":"1.0","type":"link"}