NumPy Beginner's Guide - Second Edition by Ivan Idris

NumPy Beginner's Guide - Second Edition by Ivan Idris PDF, ePub eBook D0wnl0ad

An action packed guide using real world examples of the easy to use, high performance, free open source NumPy mathematical library

Overview

• Perform high performance calculations with clean and efficient NumPy code
• Analyze large data sets with statistical functions
• Execute complex linear algebra and mathematical computations

In Detail

NumPy is an extension to, and the fundamental package for scientific computing with Python. In today's world of science and technology, it is all about speed and flexibility. When it comes to scientific computing, NumPy is on the top of the list.

NumPy Beginner's Guide will teach you about NumPy, a leading scientific computing library. NumPy replaces a lot of the functionality of Matlab and Mathematica, but in contrast to those products, is free and open source.

Write readable, efficient, and fast code, which is as close to the language of mathematics as is currently possible with the cutting edge open source NumPy software library. Learn all the ins and outs of NumPy that requires you to know basic Python only. Save thousands of dollars on expensive software, while keeping all the flexibility and power of your favourite programming language.You will learn about installing and using NumPy and related concepts. At the end of the book we will explore some related scientific computing projects. This book will give you a solid foundation in NumPy arrays and universal functions. Through examples, you will also learn about plotting with Matplotlib and the related SciPy project. NumPy Beginner's Guide will help you be productive with NumPy and have you writing clean and fast code in no time at all.

What you will learn from this book

• Install NumPy
• NumPy arrays
• Universal functions
• NumPy matrices
• NumPy modules
• Plot with Matplotlib
• Test NumPy code
• Relation to SciPy

Approach

The book is written in beginner’s guide style with each aspect of NumPy demonstrated with real world examples and required screenshots.

Who this book is written for

If you are a programmer, scientist, or engineer who has basic Python knowledge and would like to be able to do numerical computations with Python, this book is for you. No prior knowledge of NumPy is required.

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The E. Before Christmas

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Ambitious Brew: The Story of American Beer by Maureen Ogle

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Ambitious Brew, the first-ever history of American beer, tells an epic story of American ingenuity and the beverage that became a national standard. Not always America’s drink of choice, beer finally took its top spot in the nation’s glasses when a wave of German immigrants arrived in the mid-nineteenth century and settled in to re-create the beloved biergartens they had left behind. Fifty years later, the American-style lager beer they invented was the nation’s most popular beverage—and brewing was the nation’s fifth-largest industry, ruled over by titans Frederick Pabst and Adolphus Busch. Anti-German sentiments aroused by World War I fed the flames of the temperance movement and brought on Prohibition. After its repeal, brewers replaced flavor with innovations such as flashy marketing and lite beer, setting the stage for the generation of microbrewers whose ambitions would reshape the brew once again.

Grab a glass and a stool as Maureen Ogle pours out the surprising story behind your favorite pint.

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Introduction to Hospitality (6th Edition) by John R. Walker

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The Sixth Edition of Introduction to Hospitality focuses on hospitality operations while offering a broad, comprehensive foundation of current knowledge about the world’s largest industry. Throughout, author John R. Walker invites students to share this industry’s unique enthusiasm and passion. The text is organized into five sections: the hospitality industry and tourism; lodging; restaurants, managed services, and beverages; recreation, theme parks, clubs, and gaming entertainment; and assemblies and event management. Each section includes insight from industry professionals, contains up-to-date information on career opportunities, and includes many examples illuminating current industry trends and realities. Extensively revised and updated, this edition contains new photos, new page layouts, and new coverage on topics ranging from sustainability to globalization.

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Lonely Planet Korean Phrasebook (Lonely Planet Phrasebook: Korean) by Minkyoung Kim, J. D. Hilts

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This phrasebook includes extended sports coverage on traditional Korean activities, a section on food terms to ensure confident menu-ordering, and a common-sense grammar section to make understanding the Korean language just that little bit easier. New Korean spelling reforms are included.

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Diagnostic Medical Sonography: The Vascular System (Diagnostic Medical Sonography Series) by Ann Marie Kupinski PhD RVT

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LWW's Sonography texts are up to date with technology, and the needs of students and faculty. Get the right content at the right level for the right way to teach and learn!

Diagnostic Medical Sonography: Vascular is the most in-depth, appropriate textbook to cover this type of ultrasound, and is the ideal text for sonography students pursuing a greater understanding of this specialization. Beginning with core anatomy topics, this text is aimed at providing a thorough understanding of this crucial topic, giving it the attention it deserves, and students and faculty the support they want. As a component of the Diagnostic Medical Sonography Series, this title will allow you to provide a comprehensive, current, and consistent treatment of sonography specializations in a way you were never able to before.

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What Every Teacher Needs to Know about Psychology by David Didau, Nick Rose

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Much of what we do in classrooms is intuitive, steered by what 'feels right', but all too often intuition proves a poor, sometimes treacherous guide. Although what we know about the workings of the human brain is still pitifully little, the science of psychology can and has revealed certain surprising findings that teachers would do well to heed.

Over the past few decades, psychological research has made real strides into understanding how we learn, but it's only in the last few years that education has become aware of these insights. Part of the problem is a tendency amongst teachers to resist being told 'what works' if it conflicts with intuition. Whilst we cannot and should not relinquish our professional judgement in the face of outlandish claims, we should at least be aware of what scientists have discovered about learning, thinking, motivation, behaviour and assessment over the past few decades.

This though is far easier said than done. Every year thousands of research papers are published, some of which contradict each other. How can busy teachers know which research is worth investing time in reading and understanding?

Here, David Didau and Nick Rose attempt to lay out the evidence and theoretical perspectives on what we believe are the most important and useful psychological principles of which teacher ought to be aware. That is not to say this book contains everything you might ever need to know - there is no way it could - it is merely a primer. We hope that you are inspired to read and explore some of the sources for yourself and see what other principles can find a home in your classroom. Some of what we present may be surprising, some dubious, but some in danger of being dismissed as 'blindingly obvious'.

Before embracing or dismissing any of these principles we urge you to interrogate the evidence and think carefully about the advice we offer. While nothing works everywhere and everything might work somewhere, this is a guide to what we consider the best bets from the realm of psychology.

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