Classic computer science problems in Python /

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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'...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kopec, David (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Shelter Island, NY : Manning Publications, [2019]
Temas:
Python (Computer program language)
Computer programming.
Python (Langage de programmation)
Programmation (Informatique)
computer programming.
Computer programming
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Introduction. Why Python?
  • What is a classic computer science problem?
  • What kinds of problems are in this book?
  • Who is this book for?
  • Python versioning, source code repository, and type hints
  • No graphics, no UI code, just the standard library
  • Small problems
  • Search problems
  • Constraint-satisfaction problems
  • Graph problems
  • Genetic algorithms
  • K-means clustering
  • Fairly simple neural networks
  • Adversarial search
  • Miscellaneous problems.

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