Learning SciPy for Numerical and Scientific Computing Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:

In Detail

It's essential to incorporate workflow data and code from various sources in order to create fast and effective algorithms to solve complex problems in science and engineering. Data is coming at us faster, dirtier, and at an ever increasing rate. There is no need to employ difficult-to-maintain code, or expensive mathematical engines to solve your numerical computations anymore. SciPy guarantees fast, accurate, and easy-to-code solutions to your numerical and scientific computing applications.

"Learning SciPy for Numerical and Scientific Computing" unveils secrets to some of the most critical mathematical and scientific computing problems and will play an instrumental role in supporting your research. The book will teach you how to quickly and efficiently use different modules and routines from the SciPy library to cover the vast scope of numerical mathematics with its simplistic practical approach that's easy to follow.

The book starts with a brief description of the SciPy libraries, showing practical demonstrations for acquiring and installing them on your system. This is followed by the second chapter which is a fun and fast-paced primer to array creation, manipulation, and problem-solving based on these techniques.

The rest of the chapters describe the use of all different modules and routines from the SciPy libraries, through the scope of different branches of numerical mathematics. Each big field is represented: numerical analysis, linear algebra, statistics, signal processing, and computational geometry. And for each of these fields all possibilities are illustrated with clear syntax, and plenty of examples. The book then presents combinations of all these techniques to the solution of research problems in real-life scenarios for different sciences or engineering — from image compression, biological classification of species, control theory, design of wings, to structural analysis of oxides.

Approach

A step-by-step practical tutorial with plenty of examples on research-based problems from various areas of science, that prove how simple, yet effective, it is to provide solutions based on SciPy.

Who this book is for

This book is targeted at anyone with basic knowledge of Python, a somewhat advanced command of mathematics/physics, and an interest in engineering or scientific applications---this is broadly what we refer to as scientific computing.

This book will be of critical importance to programmers and scientists who have basic Python knowledge and would like to be able to do scientific and numerical computations with SciPy.

Learning SciPy for Numerical and Scientific Computing by Francisco Javier Blanco Silva

From reader reviews:

Joyce Bullock:

Within other case, little men and women like to read book Learning SciPy for Numerical and Scientific Computing. You can choose the best book if you like reading a book. So long as we know about how is important the book Learning SciPy for Numerical and Scientific Computing. You can add knowledge and of course you can around the world with a book. Absolutely right, simply because from book you can realize everything! From your country until eventually foreign or abroad you may be known. About simple matter until wonderful thing you are able to know that. In this era, we can open a book as well as searching by internet unit. It is called e-book. You can utilize it when you feel bored stiff to go to the library. Let's study.

Robert Irizarry:

What do you with regards to book? It is not important along with you? Or just adding material when you need something to explain what the one you have problem? How about your free time? Or are you busy man or woman? If you don't have spare time to accomplish others business, it is give you a sense of feeling bored faster. And you have extra time? What did you do? Every person has many questions above. They need to answer that question simply because just their can do this. It said that about publication. Book is familiar on every person. Yes, it is suitable. Because start from on guardería until university need that Learning SciPy for Numerical and Scientific Computing to read.

Teresa Obannon:

The reserve with title Learning SciPy for Numerical and Scientific Computing has lot of information that you can discover it. You can get a lot of profit after read this book. This specific book exist new know-how the information that exist in this guide represented the condition of the world currently. That is important to yo7u to find out how the improvement of the world. This specific book will bring you throughout new era of the syndication. You can read the e-book on your smart phone, so you can read the idea anywhere you want.

Tonya Quick:

A lot of people always spent their very own free time to vacation or even go to the outside with them family members or their friend. Do you realize? Many a lot of people spent that they free time just watching TV, or even playing video games all day long. If you want to try to find a new activity that is look different you can read a new book. It is really fun to suit your needs. If you enjoy the book you read you can spent the entire day to reading a reserve. The book Learning SciPy for Numerical and Scientific Computing it doesn't matter what good to read. There are a lot of those who recommended this book. We were holding enjoying reading this book. In the event you did not have enough space bringing this book you can buy the actual e-book. You can m0ore easily to read this book from a smart phone. The price is not too costly but this book possesses high quality.