Classic Computer Science Problems in Python



Download free course Classic Computer Science Problems in Python, pdf file on 224 pages by David Kopec.
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, 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!

Computer science problems that seem new or unique are often rooted in classic algorithms, coding techniques, and engineering principles. And classic approaches are still the best way to solve them! Understanding these techniques in Python expands your potential for success in web development, data munging, machine learning, and more.

Classic Computer Science Problems in Python sharpens your CS problem-solving skills with time-tested scenarios, exercises, and algorithms, using Python. You'll tackle dozens of coding challenges, ranging from simple tasks like binary search algorithms to clustering data using k-means. You'll especially enjoy the feeling of satisfaction as you crack problems that connect computer science to the real-world concerns of apps, data, performance, and even nailing your next job interview!

Table of contents

  • Small problemsfree audio
  • SearChapter problems
  • Constraint-satisfaction problems
  • Graph problems
  • Genetic algorithms
  • K-means clustering
  • Fairly simple neural networks
  • Adversarial searChapter
  • Miscellaneous problems
Pages : 224
Size :
File type : PDF
Downloads: 331
Created: 2022-02-01
License: All rights reserved
Author(s): David Kopec
Classic Computer Science Problems in Python

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