Download Classic Computer Science Problems in Python ~ PDF Free ePUB

Classic Computer Science Problems in Python image

Overview

Review

Comments

Download PDF

”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

Details e-book Classic Computer Science Problems in Python

🗸 Author(s): David Kopec
🗸 Title: Classic Computer Science Problems in Python
🗸 Rating : 4.3 from 5 stars (125 reviews)
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle

Readers' opinions about Classic Computer Science Problems in Python by David Kopec

Sarah Byrne
This thought-provoking work of non-fiction explores the mysteries of the human mind, delving into the complexities of consciousness and perception. Drawing on the latest scientific research, the author sheds light on the inner workings of the brain, offering fascinating insights into what makes us who we are. Engaging and accessible, this book is a must-read for anyone interested in the workings of the human mind.

Lucy Rose
This beautifully illustrated cookbook is a culinary journey around the world, showcasing a diverse array of delicious recipes from every corner of the globe. From exotic street food to traditional home-cooked meals, each dish is a celebration of the rich tapestry of global cuisine. With its mouthwatering photographs and easy-to-follow recipes, this book is a must-have for any aspiring chef.

Marlenne Barnett
This captivating novel weaves together history and romance in a sweeping saga of love and loss set against the backdrop of war-torn Europe. As the world is torn apart by conflict, the lives of the protagonists are forever changed by the tumultuous events of the time. With its vivid imagery and poignant storytelling, this book is a moving tribute to the resilience of the human spirit.