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Download PDF Numerical Python: A Practical Techniques Approach for Industry

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Numerical Python: A Practical Techniques Approach for Industry

Download PDF Numerical Python: A Practical Techniques Approach for Industry

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Review

“Python’s numerical and mathematical modules aren’t just appreciated by coders working in the sciences … . It is for these fields that Johansson has written this detailed guide. … Johansson helps you brush up on problem solving, mathematics, algorithms, data, and even serialisation. … The book is a valuable reference across many fields.” (The MagPi, Issue 43, March, 2016)

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From the Back Cover

Numerical Python by Robert Johansson shows you how to leverage the numerical and mathematical capabilities in Python, its standard library, and the extensive ecosystem of computationally oriented Python libraries, including popular packages such as NumPy, SciPy, SymPy, Matplotlib, Pandas, and more, and how to apply these software tools in computational problem solving.Python has gained widespread popularity as a computing language: It is nowadays employed for computing by practitioners in such diverse fields as for example scientific research, engineering, finance, and data analytics. One reason for the popularity of Python is its high-level and easy-to-work-with syntax, which enables the rapid development and exploratory computing that is required in modern computational work.       After reading and using this book, you will have seen examples and case studies from many areas of computing, and gained familiarity with basic computing techniques such as array-based and symbolic computing, all-around practical skills such as visualisation and numerical file I/O, general computational methods such as equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling and machine learning. Specific topics that are covered include: How to work with vectors and matrices using NumPyHow to work with symbolic computing using SymPyHow to plot and visualize data with MatplotlibHow to solve linear and nonlinear equations with SymPy and SciPyHow to solve solve optimization, interpolation, and integration problems using SciPyHow to solve ordinary and partial differential equations with SciPy and FEniCSHow to perform data analysis tasks and solve statistical problems with Pandas and SciPyHow to work with statistical modeling and machine learning with statsmodels and scikit-learnHow to handle file I/O using HDF5 and other common file formats for numerical dataHow to optimize Python code using Numba and Cython

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Product details

Paperback: 512 pages

Publisher: Apress; 1 edition (October 2, 2015)

Language: English

ISBN-10: 1484205545

ISBN-13: 978-1484205549

Product Dimensions:

7 x 1.2 x 10 inches

Shipping Weight: 2.3 pounds (View shipping rates and policies)

Average Customer Review:

4.5 out of 5 stars

6 customer reviews

Amazon Best Sellers Rank:

#660,686 in Books (See Top 100 in Books)

In the last 50 years there are two things that have emerged in a technological world. First, applied mathematics has moved much more into numerical methods than in trying to solve problems analytically. The second thing that has emerged is that computing has both led and followed the numerical computing revolution. Python, amongst languages, is arguably a language with links to optimized code (such as C or Fortran) plus a language capable of a plethora of tasks, including scientific calculation, statistical modelling, network analysis, machine learning, language processing, and so forth. Johansson's book fits beautifully into a niche where serious science or other endeavour requires both some cookbook code and explanation of some basics. This book steps beautifully through from setting up to topics that will help a person with intermediate mathematical understanding and basic Python programming skill implement practical and useful code. There is a coding consistency that allows the user to add and modularise code blocks, if required. There is the support of code online. As a fairly critical consumer of literature purporting to be of practical industry use, my sense is that this book exceeds expectations.

Great book; I chose it because I wanted to go deeper into Python for mathematical calculations. The book will walk you through the packages you need to perform several calculations in scientific computing with Python. It will tell you how to install the packages, how to launch them, and how to use them. Check the table of contents to confirm the topics you're looking for are covered.

This is a true gem! If you are looking for a single book to get you up to speed on numerical and scientific computing in Python this is it. The book is full of useful code snippets and the all the code is available through github. What is unique about this book is the breadth of numerical methods applications it covers including from non-linear equation solving to ode's and pde's and everything in between. It even features chapters on statistics and machine learning. The last chapter deals with code optimization including a discussion of Cython. There is also a very nice short (100 page) summary of the book available from the authors github account (google it) which contains even material not in the book on parallel computing via MPI, OpenMP (via Cython), and GPU (using pyopencl). I highly recommend it.

Great introductions to Python mathematics/science packages presented in a much friendlier format than typical on-line documentation. Important methods are emphasized and coverage is extensive. Provides a general orientation to standard practices, what can be accomplished, and where to go for further details. This is a good place to start before digging into on-line docs.

Wonderful book, by far the best I have found about SymPy. Goes through a large selection of topics and will get you ready for math in Python.

I was very frustrated that every single line of code included in the book was typed on an interactive tool. This is NOT how things are done in industry. The author should have shown the algorithms in terms of .py files and how you call python files from other programs. So I download the code from GitHub hoping I'll find the answer there. Yep, there are the .py files. However, the author comments every line as "IN[1]", OUT[1], etc. It is just a comment so that is OK, but still, I wish that the code had been shown as .py files in the book.

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Download PDF Dostoevsky and the Legend of the Grand Inquisitor (English and Russian Edition)By Vasily Rozanov

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Dostoevsky and the Legend of the Grand Inquisitor (English and Russian Edition)By Vasily Rozanov

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• Sales Rank: #3018872 in Books
• Brand: Brand: Cornell University Press
• Published on: 1972-06-08
• Ingredients: Example Ingredients
• Original language: Russian
• Number of items: 1
• Binding: Hardcover
• 232 pages

• Used Book in Good Condition

Language Notes
Text: English, Russian (translation)

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The Way to Happiness: A Common Sense Guide to Better Living, by L. Ron Hubbard

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About the Author

Author, humanitarian and Founder of Dianetics and Scientology, L. Ron Hubbard is one of the most acclaimed figures of the modern age.In a writing career spanning more than half a century, he was both a leading light of American fiction and the author of more than 35 million words of nonfiction—the single most embracive statement on the human mind and spirit, providing the only road to total spiritual freedom.To date, more than 250 million copies of his works are in circulation worldwide, in 71 languages. All told, those works comprise over 3,000 recorded lectures and some 5,000 writings, including nineteen New York Times bestsellers.Accordingly, and in testament to the magnitude of his literary legacy, there are his four Guinness World Records: most published author, most translated author, the author with the most audiobook titles and the single most translated non-religious work.Yet the essence of L. Ron Hubbard’s legacy is perhaps best expressed in his simple declaration:“I like to help others and count it as my greatest pleasure in life to see a person free himself of the shadows which darken his days.“These shadows look so thick to him and weigh him down so that when he finds they are shadows and that he can see through them, walk through them and be again in the sun, he is enormously delighted. And I am afraid I am just as delighted as he is.”

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Product details

Hardcover: 256 pages

Publisher: The Way to Happiness Foundation (July 28, 2007)

Language: English

ISBN-10: 159970000X

ISBN-13: 978-1599700007

Product Dimensions:

6.5 x 0.9 x 9.5 inches

Shipping Weight: 1.2 pounds (View shipping rates and policies)

Average Customer Review:

4.2 out of 5 stars

71 customer reviews

Amazon Best Sellers Rank:

#1,382,442 in Books (See Top 100 in Books)

First, I would say how surprised I was to find that this book was a high-quality product. It is attractive, well laid out, and definitely an A+quality publication. From the quality of the paper to the attractive cover design and thoughtful layout, it is a first-rate publication.The writing style is very simplistic with an occasional insertion of humor and it gives some very practical and sound advice, somewhat similar to what any parent would hopefully give to their children. I had heard a lot of negative things about Scientology, but I see little wrong with this book. It's not perfect philosophically and has at least one bit of bad advice (saying at one point that whatever is true for you is true). However, I think it is a brilliantly written, simplified version of rules for living based upon logic and practicality.I was very pleasantly surprised. It's a very easy read and even an elementary school child could understand and benefit from reading it. Nothing evil about it.

Stuff like - "take a shower" and "be nice" packaged up as self help... meh

Don’t enjoy it , would like to return its but I lost all money

I love it!

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This book contains very practical and sensible advice about how to be happy. I'm not at all religious nor do I follow any of L. Ron Hubbard's religious beliefs so this was not a consideration for me. I was just curious about the contents and I'm satisfied it's all around good advice on how to live. Of course, isn't that what all religions and belief systems should teach anyway?

Thank you.

I bought this movie to be able to show to my young daughter to get her familiar with some of the basic ideas of how to live life and be happy. She loved the movie (her favorite was to practice) and she insisted on getting a copy of the book for herself.This movie helped answer some of her questions on how she act around her friends and how to make sure everyone stays happy.

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What Mean?: Where Russians Go Wrong in EnglishBy Lynn Visson

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As Lynn Visson explores in this fascinating book, sometimes simply knowing a language is not enough to ensure good communication. Speaking a language without understanding the culture in which it is spoken can lead to misunderstandings and miscommunication.

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• Sales Rank: #381901 in Books
• Published on: 2013-11-08
• Original language: English
• Number of items: 1
• Dimensions: 8.50" h x .35" w x 5.51" l, .45 pounds
• Binding: Paperback
• 152 pages

About the Author
Lynn Visson holds a Ph.D. from Harvard University, taught Russian language and literature at Columbia University, and was a staff interpreter at the United Nations. She teaches interpretation and translation at the Monterey Institute of International Studies and at other American and European universities. Of Russian background, she is the author of several books including Wedded Strangers: The Challenges of Russian-American Marriages (Hippocrene Books, 2001), and numerous books and articles on Russian language, literature, and culture. Dr. Visson travels frequently to Russia; she is a member of the editorial boards of Mosty, a Moscow-based journal on translation and interpretation, and the American-based journal SlavFile.

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Design for Critical Care: An Evidence-Based ApproachBy D. Kirk Hamilton, Mardelle McCuskey Shepley

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It is now widely recognized that the physical environment has an impact on the physiology,
psychology, and sociology of those who experience it. When designing a critical care unit,
the demands on the architect or designer working together with the interdisciplinary team
of clinicians are highly specialized. Good design can have a hugely positive impact in terms of the recovery of patients and their hospital experience as a whole. Good design can also contribute to productivity and quality of the work experience for the staff.

Design for Critical Care presents a thorough and insightful guide to the very best practice
in intensive care design, focusing on design that has been successful and benefi cial to both
hospital staff and hospital patients. By making the connection between research evidence and design practice, Hamilton and McCuskey Shepley present an holistic approach that outlines the future for successful design for critical care settings.

• Sales Rank: #1145817 in Books
• Brand: Brand: Routledge
• Published on: 2009-10-16
• Original language: English
• Number of items: 1
• Dimensions: 9.69" h x .69" w x 7.44" l, 1.73 pounds
• Binding: Paperback
• 328 pages

• Used Book in Good Condition

From the Back Cover

It is now widely recognized that the physical environment has an impact on the physiology, psychology, and sociology of those who experience it. When designing a critical care unit, the demands on the architect or designer working together with the interdisciplinary team of clinicians are highly specialized. Good design can have a hugely positive impact in terms of the recovery of patients and their hospital experience as a whole. Good design can also contribute to productivity and quality of the work experience for the staff.

'Design for Critical Care' presents a thorough and insightful guide to the very best practice in intensive care design, focusing on design that has been successful and benefi cial to both hospital staff and hospital patients. By making the connection between research evidence and design practice, Hamilton and Shepley present an holistic approach that outlines the future for successful design for critical care settings.

About the Author

D. Kirk Hamilton is a director emeritus for the Center for Health Design, a fellow of the Center for Health Systems and Design, professor of architecture at Texas A and M University, and a founding principal of Emeritus, WHR Architects.

Mardelle McCuskey Shepley is director of the Center for Health Systems and Design and the William M. Pena professor of architecture at Texas A and M University. 

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How did mythology and religion first begin? Where did the ideas of "God," "spirit" and "soul" come from? The author takes us to ancient times, showing us how early humans struggled to make sense of the world around them. Drawing on history, geology, volcanology, anthropology, chemistry, astronomy, archeology, oceanography, biology and cognitive science, the author reveals the surprising true meaning of our most sacred stories.

"Bill Lauritzen is some kind of genius." Sir Arthur C. Clarke.

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• Sales Rank: #723742 in eBooks
• Published on: 2011-01-01
• Released on: 2011-01-01
• Format: Kindle eBook

From the Author
This is the second edition of this book. Some chapters were removed from this edition and and will made into separate books.

About the Author
Bill Lauritzen is an accomplished author, inventor, engineer, and scientist, and has been called a "Renaissance Man." His multidisciplinary approach has enabled him to make contributions in several fields, including education, mathematics, and cognitive science. His website is Earth360.com.

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While the Western world adheres to a beauty ideal that says women can never be too thin, the semi-nomadic Moors of the Sahara desert have for centuries cherished a feminine ideal of extreme fatness. Voluptuous immobility is thought to beautify girls' bodies, hasten the onset of puberty, heighten their sexuality and ripen them for marriage. From the time of the loss of their first milk teeth, girls are directed to eat huge bowls of milk and porridge in one of the world's few examples of active female fattening. Based on fieldwork in an Arab village in Niger, Feeding Desire analyses the meanings of women's fatness as constituted by desire, kinship, concepts of health, Islam, and the crucial social need to manage sexuality. By demonstrating how a particular beauty ideal can only be understood within wider social structures and cultural logics, the book also implicitly provides a new way of thinking about the ideal of slimness in late Western capitalism. Offering a reminder that an estimated eighty per cent of the world's societies prefer plump women, this gracefully written book is both a fascinating exploration of the nature of bodily ideals and a highly readable ethnography of a Saharan people.

• Sales Rank: #540048 in Books
• Published on: 2003-11-13
• Released on: 2003-10-29
• Original language: English
• Number of items: 1
• Dimensions: 9.22" h x .57" w x 6.14" l, .89 pounds
• Binding: Paperback
• 256 pages

Review
"This is a very readable text, at times almost a 'travel' book, with wonderfully written descriptions that will also appeal to a non-academic readership. Although the theoretical and methodological discussions are quite seamlessly integrated, there is no question that this is a scholarly work. Popendoe's research is thorough, her analysis comprehensive, and the result is a most interesting and welcome contribution to social studies of the body."
-The Canadian Review of Sociology and Anthropology

From the Inside Flap
While the Western world adheres to a beauty ideal that says women can never be too thin, the semi-nomadic Moors of the Sahara desert have for centuries cherished a feminine ideal of extreme fatness. Voluptuous immobility is thought to beautify girls' bodies, hasten the onset of puberty, heighten their sexuality and ripen them for marriage. From the time of the loss of their first milk teeth, girls are directed to eat huge bowls of milk and porridge in one of the world's few examples of active female fattening.

Based on fieldwork in an Arab village in Niger, Feeding Desire analyses the meanings of women's fatness as constituted by desire, kinship, concepts of health, Islam, and the crucial social need to manage sexuality. By demonstrating how a particular beauty ideal can only be understood within wider social structures and cultural logics, the book also implicitly provides a new way of thinking about the ideal of slimness in late Western capitalism. Offering a reminder that an estimated eighty per cent of the world's societies prefer plump women, this gracefully written book is both a fascinating exploration of the nature of bodily ideals and a highly readable ethnography of a Saharan people.

About the Author
Rebecca Popenoe is Visiting Lecturer in Anthropology at Uppsala University in Sweden. She received her Ph.D. from the University of Chicago and has taught at the University of Virginia and Middlebury College in the U.S. as well as at Stockholm and Linköping Universities in Sweden.

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