Learning NumPy Array + code

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Название: Learning NumPy Array + code

Автор: Ivan Idris

Издательство: Packt Publishing

Год: 2014

Страниц: 165

Язык: English

Формат: pdf+code

Размер: 5 mb

NumPy is an extension of Python, which provides highly optimized arrays and numerical operations. NumPy replaces a lot of the functionality of Matlab and Mathematica specifically vectorized operations, but in contrast to those products is free and open source. In today's world of science and technology, it is all about speed and flexibility.

This book will teach you about NumPy, a leading scientific computing library. This book enables you to write readable, efficient, and fast code, which is closely associated to the language of mathematics. Save thousands of dollars on expensive software, while keeping all the flexibility and power of your favorite programming language.

You will learn about installing and using NumPy and related concepts. At the end of the book we will explore related

scientific computing projects. This book will give you a solid foundation in NumPy arrays and universal functions. Learning NumPy Array will help you be productive with NumPy and write clean and fast code.

What you will learn from this book

Install NumPy and discover its arrays and features

Perform data analysis and complex array operations with NumPy

Analyze time series and perform signal processing

Understand NumPy modules and explore the scientific Python ecosystem

Improve the performance of calculations with clean and efficient NumPy code

Analyze large data sets using statistical functions and execute complex linear algebra and mathematical computations