Sabtu, 27 April 2013

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Mastering Pandas for Finance, by Michael Heydt

Master pandas, an open source Python Data Analysis Library, for financial data analysis

About This Book
  • A single source for learning how to use the features of pandas for financial and quantitative analysis.
  • Explains many of the financial concepts including market risk, options valuation, futures calculation, and algorithmic trading strategies.
  • Step-by-step demonstration with interactive and incremental examples to apply pandas to finance
Who This Book Is For

If you are interested in quantitative finance, financial modeling, and trading, or simply want to learn how Python and pandas can be applied to finance, then this book is ideal for you. Some knowledge of Python and pandas is assumed. Interest in financial concepts is helpful, but no prior knowledge is expected.

What You Will Learn
  • Modeling and manipulating financial data using the pandas DataFrame
  • Indexing, grouping, and calculating statistical results on financial information
  • Time-series modeling, frequency conversion, and deriving results on fixed and moving windows
  • Calculating cumulative returns and performing correlations with index and social data
  • Algorithmic trading and backtesting using momentum and mean reversion strategies
  • Option pricing and calculation of Value at Risk
  • Modeling and optimization of financial portfolios
In Detail

This book will teach you to use Python and the Python Data Analysis Library (pandas) to solve real-world financial problems.

Starting with a focus on pandas data structures, you will learn to load and manipulate time-series financial data and then calculate common financial measures, leading into more advanced derivations using fixed- and moving-windows. This leads into correlating time-series data to both index and social data to build simple trading algorithms. From there, you will learn about more complex trading algorithms and implement them using open source back-testing tools. Then, you will examine the calculation of the value of options and Value at Risk. This then leads into the modeling of portfolios and calculation of optimal portfolios based upon risk. All concepts will be demonstrated continuously through progressive examples using interactive Python and IPython Notebook.

By the end of the book, you will be familiar with applying pandas to many financial problems, giving you the knowledge needed to leverage pandas in the real world of finance.

  • Sales Rank: #538917 in Books
  • Published on: 2015-05-29
  • Released on: 2015-05-25
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.25" h x .68" w x 7.50" l, 1.14 pounds
  • Binding: Paperback
  • 259 pages

About the Author

Michael Heydt

Michael Heydt is an independent consultant, educator, and trainer with nearly 30 years of professional software development experience, during which time, he focused on Agile software design and implementation using advanced technologies in multiple verticals, including media, finance, energy, and healthcare. He holds an MS degree in mathematics and computer science from Drexel University and an executive master's of technology management degree from the University of Pennsylvania's School of Engineering and Wharton Business School. His studies and research have focused on technology management, software engineering, entrepreneurship, information retrieval, data sciences, and computational finance. Since 2005, he has specialized in building energy and financial trading systems for major investment banks on Wall Street and for several global energy-trading companies, utilizing .NET, C#, WPF, TPL, DataFlow, Python, R, Mono, iOS, and Android. His current interests include creating seamless applications using desktop, mobile, and wearable technologies, which utilize high-concurrency, high-availability, and real-time data analytics; augmented and virtual reality; cloud services; messaging; computer vision; natural user interfaces; and software-defined networks. He is the author of numerous technology articles, papers, and books. He is a frequent speaker at .NET user groups and various mobile and cloud conferences, and he regularly delivers webinars and conducts training courses on emerging and advanced technologies. To know more about Michael, visit his website at http://bseamless.com/.

Most helpful customer reviews

1 of 1 people found the following review helpful.
Nice overview
By ajk251
I found this book to be a useful one - it nicely covers all the pandas/finance basics. If your're a bit of a novice in either one, this book provides a nice introduction. It doesn't waste time with a Python introduction or other book-filling topics. It shows how to do all of the most useful operations in pandas as they relate to finance. Then it goes into options, portfolio theory, and applying pandas to a Google Trends project. I particularly liked the section on Zipline, a back-testing library. It was a little clearer than the documentation. The part where Quandl is used is also nice.

That said, if you dug around the internet, you could probably cobble these examples together. Also, it doesn't really go into either pandas or finance too deeply. I don't hold those against the book - it can't be all things to all people. The book makes for a nice overview of the relevant topics - but expect an overview.

Note: I was asked to give a review of the book by the publisher in exchange for a free ebook (I purchased the book from the publisher).

1 of 1 people found the following review helpful.
Another great book on Pandas!
By Amazon Customer
This book brings together several important concepts in finance and explains how to implement them using a core of Python and pandas. Some of the key topics included in the books are:

Wakari.io - a collaborative data analytics platform that allows to explore data and create analytic scripts in collaboration with IPython Notebooks.
Introduction to the Series and DataFrame objects
A chapter on Reshaping, Reorganizing, and Aggregating Data
Correlations of Google trends with stock movements, creating algorithmic trading systems
Calculating options payoffs, prices, and behaviors
Constructing an efficient portfolio
An overview of modern portfolio theory and Computing Value at Risk (VaR)

I liked that the provided code is in the form of ipython notebook.

Disclaimer: I received this eBook as a complementary copy.

3 of 4 people found the following review helpful.
Excellent intro to Pandas
By yatgonewest
I would recommend this book as a good basic intro to the fundamentals of Pandas even if you're not particularly interested in applying it to finance. I have read portions of a few others and this authors style is very concise and to the point on Series and DataFrames, and in particular on indexing of both.

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Jumat, 19 April 2013

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To Infinity and Beyond!: The story of Pixar Animation Studios

  • Sales Rank: #10460467 in Books
  • Binding: Hardcover

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The Rise and Decline of the Medici Bank 1397-1494, by Raymond de Roover

  • Sales Rank: #9486359 in Books
  • Published on: 1968
  • Number of items: 1
  • Binding: Hardcover

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Bringing the Summer, by Julia Green

It's the lazy end of summer and Freya is about to start her A levels. Her brother Joe died a year ago, but she is slowly coming to terms with his death. She is beginning to feel ready for something new - a change. And then a railway accident brings her by chance into contact with the gorgeous Gabes. Freya is drawn not just to Gabes himself and his blond good looks, but everything about him, including his large, shambolic, warm and loving family, which seems to Freya so different to her own family of three.

And then Gabes' clearly troubled older brother makes it clear he is interested in Freya - and Freya has some decisions to make about what she really wants.

  • Sales Rank: #3435934 in eBooks
  • Published on: 2012-05-10
  • Released on: 2012-05-10
  • Format: Kindle eBook

Review
Julia Green is a writer to watch David Almond Praise for Bringing the Summer: I just loved this story. It's tender and absorbing and truthful Bookbag Praise for Breathing Underwater: Excellent story ... from an author who, notably, has written unpatronisingly and sensitively about teenagers' feelings The Bookseller The book's chief strength is its convincing depiction of Emily herself, and the inner turmoil which matches that of her world ... Teenage girls will enjoy the book because of Emily, in whose character and life they will find much that is both familiar and eye-opening School Librarian Never has that sun-soaked, salt-crusted sense of teenage summer well-being been better described Guardian

About the Author
Julia Green is the main tutor for the MA in Creative Writing for Young People at Bath Spa University, and has had three novels published by Puffin. This is her third novel for Bloomsbury, her first being Breathing Underwater. Julia lives in Bath.

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Lippincott Williams & Wilkins is pleased to introduce the second edition of Anderson's Atlas of Hematology, the most comprehensive atlas for the laboratory technologist. Understanding that effectiveness as a technician comes through the ability to identify what one sees under the microscope, this atlas equips students with visual examples of the concepts covered in their programs.  

With its four-color illustrations and clear descriptions, this atlas enables you to describe and identify all stages in the development of blood cells.  Moreover, it provides an illustrated guide to a broad range of hematologic disorders. Used as a quick reference, study guide, or atlas, this is an invaluable tool for today's laboratory technician student.


Updated and Revised!

This Second Edition of the acclaimed Anderson’s Atlas of Hematology has been thoroughly updated and revised based on the latest basic science and clinical findings.  In addition, you’ll find new, higher-quality images as well as the most recent World Health Organization classification of hematologic disorders.

 

Anderson’s Atlas of Hematology is divided into two units:

  • Unit One, Cell Descriptions, features three sections covering blood cells, bone marrow, and cytochemistry.  For each cell type, you’ll find a description of the cell size, nucleus, and cytoplasm as well as a list of associated clinical disorders.  High-quality photos and drawings illustrate the maturation stages of each cell type.
  • Unit Two, Hematologic Disorders, includes three sections dedicated to red blood cell disorders, white blood cell disorders, and miscellaneous disorders.  For each disorder, there’s a summary of pathology as well as clinical and laboratory features.  In addition, a diagnostic scheme sets forth the relevant laboratory findings that lead to the delineation of each disorder.

Take advantage of this text’s online resources! Anderson’s Electronic Atlas of Hematology and Anderson’s Electronic Atlas of Hematologic Disorders are on the companion website located on thePoint, enabling you to better identify and correlate clinical and laboratory findings with normal and abnormal blood cells. These interactive atlases feature morphologic characteristics with image-driven case studies and quiz banks. It is ideal for exam preparation and competency assessment. Also included are key terms linked to Stedman’s Medical Dictionary and a fully searchable online version of the text.

  • Sales Rank: #517098 in Books
  • Published on: 2013-01-23
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.80" h x 1.20" w x 7.80" l, 2.60 pounds
  • Binding: Spiral-bound
  • 608 pages

Review
 "This midsized, spiral bound, ~600 page book is a real treasure trove. It is a remarkably comprehensive atlas of photomicroscopic images spanning the vast majority of hematological diseases/disorders."

"This would be an excellent teaching guide for MLT or MLS students or those in practice. It would be a great atlas to have readily available on the bench of a clinical hematology laboratory for easy reference."

 Doody's Reviews 
Valerie L. Ng, PhD MD(Alameda County Medical Center/Highland Hospital)

Weighted Numerical Score: 90 - 4 Stars!

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4 of 4 people found the following review helpful.
Great for learning or as a reference.
By Austin Michael Smith
I used the first edition of Anderson's Atlas of Hematology during my Hematology course of my medical laboratory science program and loved it. This edition is even better. Many of the pictures are now higher quality, and more time was put into the descriptions of the cells and disorders. I liked that both the FAB and WHO classification systems were used for leukemias. Not only is this a great book for learning practical Hematology, but it is also a great reference in clinical practice. I refer to it often when I come across a tricky cell while doing manual differentials. Maybe I'm a bit of a Hematology nerd, but I really like this book. That being said, if you already have the first edition, it would be completely understandable if you didn't want to spend the money on the new one. They are both great books. The second one is just a little more updated.

0 of 0 people found the following review helpful.
Gift for graduating FNP
By Faith
Gift for my sister-in-law who love particularly loves hematology and just graduated and became licensed as an FNP. She loved it. Great book, but very heavy and floppy. It should be a hard back to protect it, but I see how the spiral helps it lay flat open for research purposes. The edges of the pages got bent before we could even give it to her because of the floppiness. There's no good way to "wrap it" without putting it in a sturdy box and filling it with bubble wrap. I hope it holds up. Also the pictures seemed slightly blurry… but I guess they're still clear enough to be useful!

0 of 0 people found the following review helpful.
I was hoping for better pictures. The pictures are kind of faded looking
By Sheryll van Pelt
This book is ok. It is not what I was hoping for. I was hoping for better pictures. The pictures are kind of faded looking. But the information is good and it does help.

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Selasa, 09 April 2013

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  • Published on: 1656
  • Binding: Paperback

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Creating Born Criminals, by Nicole Rafter

Genetic screening, new reproductive technologies, gene therapies, and the reality of cloning all make biological solutions to human social problems seem possible. Creating Born Criminals shows how history can guide us in our response to the reemergence of eugenics. The first social history of biological theories of crime in sixty years, it examines those theories' origins and content, showing their undue influence on crime control in the United States.

  • Sales Rank: #1179766 in Books
  • Published on: 1998-03-01
  • Original language: English
  • Number of items: 1
  • Dimensions: 9.00" h x 1.00" w x 6.00" l, 1.21 pounds
  • Binding: Paperback
  • 320 pages

Review
"In a highly readable and superbly researched study, Dr. Rafter traces the origins of the evocative concept of the 'defective delinquent'. She explores the complex origins of biocriminology, which can be traced to several discrete developments of the mid-nineteenth century, the most important of which was the discovery of abnormal mental states distinct from flagrant insanity... Dr. Rafter never allows us to forget the implications of her work for modern policy-making." -- Phillip Jenkins, American Historical Review

About the Author
Nicole Hahn Rafter is a professor in the College of Criminal Justice, Northeastern University. Her most recent book is White Trash: The Eugenic Family Studies, 1877-1919.

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7 of 7 people found the following review helpful.
The Historical Origins of Eugenic Criminology
By Simon Cole
Nicole Hahn Rafter's latest historical study of criminology and penology, Creating Born Criminals, traces the convoluted development of a category of persons known as "defective delinquents." As the name implies, this category combined criminality with a state of arrested development, which today we would call "mental retardation" or "developmental disability," but over the course of the period Rafter covers was known variously as "imbecility," "feeble-mindedness," or "psychopathy." Rafter traces the origins of what she calls "eugenic custodialism" to the founding of the Newark Custodial Asylum for Feeble-Minded Women in New York in 1878. "The Custodial," as it was called, was explicitly designed to confine "feeble-minded" women of child-bearing age in order to protect society against "bad heredity." Though some of these women would be called mentally retarded today, many were simply poor and/or guilty of sexual indiscretions. The founding of this unabashedly eugenic institution, Rafter argues, marked "the first time in U.S. history that the body itself was criminalized." Focusing primarily, but not exclusively, on New York State, Rafter goes on to describe how, in the 1910s, criminologists transformed the feebleminded criminal into the "defective delinquent." Criminologists "reconceptualized dangerousness as not violent behavior but a condition, an invisible hereditary defect carried by even minor offenders." Again, women preceded men into the realm of eugenic criminology. In 1920, New York passed its first defective delinquent law. "For the first time in the United States, prisoners deemed feebleminded" were given indefinite sentences. Although defective delinquent theory fell out of favor soon after the founding of the institutions inspired by it, Rafter found that some inmates spent virtually their entire adult lives at in prison under these laws. Inevitably, these unfortunates tended to be the truly mentally retarded, the prisoners least able to negotiate the administrative hurdles that would lead to release. In an age where incapacitative sentences appear to be making a comeback under various guises, ranging from "three-strikes" laws to the civil commitment of sex offenders, Creating Born Criminals ought to be required reading for everyone interested in criminal justice issues.

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Senin, 01 April 2013

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Excellent condition, kept in plastic outer wrap.

  • Sales Rank: #1943117 in Books
  • Published on: 1988
  • Number of items: 1
  • Binding: Paperback
  • 46 pages

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0 of 0 people found the following review helpful.
Great for any Roger Rabbit fans
By Cazbaz
Gave this to a friend that loves the movie. He did not know this existed. He loved it. Great for anyone who loves the movie and comics.

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Joslin's Diabetes Mellitus, by C. Ronald Kahn, Gordon C Weir, George L. King, Alan C. Moses, Robert J. Smith, Alan M. Jacobson

The "bible" on diabetes mellitus is now in its Fourteenth Edition—thoroughly revised and updated by more than 80 noted experts from the Joslin Diabetes Center and other leading institutions worldwide. This edition includes a new eleven-chapter section on hormone action and the regulation of metabolism. The section on definition and pathogenesis now includes chapters on genetics, diabetes in Asia and Africa, and diabetes in U.S. minority groups. Other new chapters cover retinopathy, cardiovascular disease, wound healing, and treatment of women with diabetes. All of the Fourteenth Edition's figures have been completely updated.

  • Sales Rank: #1389936 in Books
  • Published on: 2004-12-17
  • Ingredients: Example Ingredients
  • Original language: English
  • Number of items: 1
  • Dimensions: 11.30" h x 1.88" w x 8.74" l, 6.71 pounds
  • Binding: Hardcover
  • 1224 pages

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1 of 2 people found the following review helpful.
The diabetes mellitus bible
By Jennifer
I am a freelance medical writer, and use this book as a reference when I'm working on diabetes projects. This is "the" textbook for diabetes mellitus. Like other medical textbooks, the language is very technical and scientific, therefore I would steer away people without a medical background who are looking to better understand diabetes (eg, patients).

2 of 4 people found the following review helpful.
Very good
By CLAUDIO DE OLIVEIRA MENDONCA
The book arrived on time and it was in very good condition! I would recommend it to everyone, it has a lot of usefull information about diabetes and it's very technical too.

0 of 1 people found the following review helpful.
Four Stars
By fred
this is a serious book and unless your going into microbiology don't get this book

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