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Introduction To Computation And Programming Using Python

This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries including PyLab. It provides students with skills that will enable them to make productive use of computational techniques including some of the tools and techniques of data science" for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (or MOOC) offered by the pioneering MIT--Harvard collaboration edX. Students are introduced to Python and the basics of programming in the context of such computational concepts and
techniques as exhaustive enumeration bisection search and efficient approximation algorithms. The book does not require knowledge of mathematics beyond high school algebra but does assume that readers are comfortable with rigorous thinking and not intimidated by mathematical concepts. Although it covers such traditional topics as computational complexity and simple algorithms the book focuses on a wide range of topics not found in most introductory texts including information visualization simulations to model randomness computational techniques to understand data and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. Introduction to Computation and Programming Using Python can serve as a
stepping-stone to more advanced computer science courses or as a basic grounding in computational problem solving for students in other disciplines."
  • Availability: In Stock
  • Supplier: WHSmith
  • SKU: 9780262519632
Availability: In Stock
£17.59

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This book introduces students with little or no prior programming experience to the art of computational problem solving using Python & various Python libraries including Py Lab. It provides students with skills that will enable them to make productive use of computational techniques including some of the tools & techniques of data science" for using computation to model & interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's Open Course Ware) & was developed for use not only in a conventional classroom but in in a massive open online course (or MOOC) offered by the pioneering MIT--Harvard collaboration ed X. Students are introduced to Python & the basics of programming in the context of such computational concepts & techniques as exhaustive enumeration bisection search & efficient approximation algorithms. The book does not require knowledge of mathematics beyond high school algebra but does assume that readers are comfortable with rigorous thinking & not intimidated by mathematical concepts. Although it covers such traditional topics as computational complexity & simple algorithms the book focuses on a wide range of topics not found in most introductory texts including information visualization simulations to model randomness computational techniques to understand data & statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems & dynamic programming. Introduction to Computation & Programming Using Python can serve as a stepping-stone to more advanced computer science courses or as a basic grounding in computational problem solving for students in other disciplines."

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Computer - A programmable electronic machine which stores and manipulates data.
Students - A group of humans who are still in full time education
Stone - Or Rock is a naturally occuring mineral categorised into three types, Igneous, Sedimentary and Metamorphic
Traditional - Something that has become the same through a period of time and thus repeated.
Traditional - Something that has been around for a while and is repeated regularly.
Wide - Something with a large width.
Simple - Basic, easy no difficulty in understanding.
Experience - To gain further knowledge by practising.
Popular - Something that is admired and liked by many people.
Collaboration - To work alongside someone to create something.
Model - A representation of a person or thing, usually smaller scale. It can also be a person that wears clothing.

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