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Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data
Introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries.
Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data
Item #: 32030190

Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data

Item #: 32030190

MKD 4751

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Introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries.
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What Stands Out

Comprehensive Curriculum
This edition provides an extensive exploration of computation, programming, and data analysis, making it ideal for beginners and advanced learners looking to deepen their understanding of Python and its applications.
Hands-On Applications
Focused on practical applications such as computational modeling, this book bridges theory and practice, empowering readers to apply Python programming skills effectively in real-world data understanding challenges.
Updated Resources
The third edition includes updated examples, exercises, and resources, ensuring that readers have access to the latest tools and techniques in computational modeling, enhancing their learning experience significantly.

Product Details

Get the third edition of Introduction to Computation and Programming Using Python at Ubuy North Macedonia. Discover the application of Python in computational modeling and data understanding.
  • Introduces computational problem solving using Python and libraries like numpy, matplotlib, random, pandas, and sklearn
  • Equips students with skills to use computational techniques for data modeling and interpretation
  • Includes substantial material on machine learning and data science tools and techniques
  • Provides access to all the code in the book and an errata sheet on the MIT Press website
  • Suits students with little or no prior programming experience
Publisher The MIT Press
Publication date January 5, 2021
Edition 3rd
Language English
Print length 496 pages
ISBN-10 0262045788
ISBN-13 978-0262542364
Item Weight 2.19 pounds (990 grams)
Dimensions 7.01 x 1.34 x 9.06 inches (17.8 x 3.4 x 23 cm)

Who Should Buy?

Suitable For
  • Beginner Programmers

    Ideal for those new to programming, providing foundational skills in Python through clear examples and exercises.

  • Students of Data Science

    Useful for data science students learning computational modeling and data analysis fundamentals using Python.

  • Educators in Computing

    Beneficial for teachers seeking a structured curriculum for introducing computation concepts and programming skills.

Not Suitable For
  • Advanced Programmers

    Not suitable for experienced developers looking for advanced programming concepts and methods beyond basic Python.

Product Description

Introduction to Computation and Programming Using Python, third edition: With Application to Computational Modeling and Understanding Data

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Introductory & Beginning Editorial Review

This book is a fantastic resource for learning fundamental concepts of computer science and using Python as a computational tool. It focuses on problem-solving rather than just syntax and covers a wide range of topics including object-oriented programming and computational modeling. The book pairs well with the free online MITx courses and provides more detailed explanations. While some reviewers wished for more exercises, they still highly recommend the book. However, there are some criticisms regarding the book's focus on academic ideals rather than practical commercial programming techniques and the lack of explanations for complex code lines and errors.

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Pros

  • Covers fundamental concepts of computer science
  • Teaches problem-solving skills
  • Complements the free online MITx courses
  • Provides more detailed explanations than video lectures
  • Suitable for beginners and aspiring computer scientists

Cons

  • Lacks exercises

Product Price History

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