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Learning NumPy Array by Ivan Idris
Learning NumPy Array by Ivan Idris
English | June 25, 2014 | ISBN: 1783983906 | 165 Pages | EPUB/MOBI/PDF (True) | 13.08 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.Supercharge your scientific Python computations by understanding how to use the NumPy library effectively with this book and ebook.OverviewImprove the performance of calculations with clean and efficient NumPy codeAnalyze large data sets using statistical functions and execute complex linear algebra and mathematical computationsPerform complex array operations in a simple mannerIn DetailThis 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 relatedscientific 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 bookInstall NumPy and discover its arrays and featuresPerform data analysis and complex array operations with NumPyAnalyze time series and perform signal processingUnderstand NumPy modules and explore the scientific Python ecosystemImprove the performance of calculations with clean and efficient NumPy codeAnalyze large data sets using statistical functions and execute complex linear algebra and mathematical computationsApproachA step-by-step guide, packed with examples of practical numerical analysis that will give you a comprehensive, but concise overview of NumPy.Who this book is written forThis book is for programmers, scientists, or engineers, who have basic Python knowledge and would like to be able to do numerical computations with Python.



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Learning NumPy Array by Ivan Idris
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