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Learning Pandas - Python Data Discovery and Analysis Made EasyBy Michael Heydt

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Key Features

• Employ the use of pandas for data analysis closely to focus more on analysis and less on programming
• Get programmers comfortable in performing data exploration and analysis on Python using pandas
• Step-by-step demonstration of using Python and pandas with interactive and incremental examples to facilitate learning

Book Description

This learner's guide will help you understand how to use the features of pandas for interactive data manipulation and analysis.

This book is your ideal guide to learning about pandas, all the way from installing it to creating one- and two-dimensional indexed data structures, indexing and slicing-and-dicing that data to derive results, loading data from local and Internet-based resources, and finally creating effective visualizations to form quick insights. You start with an overview of pandas and NumPy and then dive into the details of pandas, covering pandas' Series and DataFrame objects, before ending with a quick review of using pandas for several problems in finance.

With the knowledge you gain from this book, you will be able to quickly begin your journey into the exciting world of data science and analysis.

What You Will Learn

• Install pandas on Windows, Mac, and Linux using the Anaconda Python distribution
• Learn how pandas builds on NumPy to implement flexible indexed data
• Adopt pandas' Series and DataFrame objects to represent one- and two-dimensional data constructs
• Index, slice, and transform data to derive meaning from information
• Load data from files, databases, and web services
• Manipulate dates, times, and time series data
• Group, aggregate, and summarize data
• Visualize techniques for pandas and statistical data

About the Author

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. 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.

Table of Content

A Tour of pandas

Installing pandas

Numpy for pandas

The pandas Series Object

The pandas Dataframe Object

Accessing Data

Tidying up Your Data

Combining and Reshaping Data

Grouping and Aggregating Data

Time-series Data

Visualization

Applications to Finance

• Sales Rank: #254026 in Books
• Published on: 2015-03-24
• Released on: 2015-04-16
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x 1.14" w x 7.50" l, 1.89 pounds
• Binding: Paperback
• 372 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 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 been specializing 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, 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 (Instant Lucene.NET, Learning pandas). He is a frequent speaker at .NET users' groups and various mobile and cloud conferences, and he regularly delivers webinars on advanced technologies.

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PDF Download JillianBy Halle Butler

PDF Download JillianBy Halle Butler

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Megan, recently out of college and working a meaningless job as a gastroenterologist's secretary, openly hates all of her friends for being happy and successful. She makes herself feel better by obsessively critiquing the behavior of her coworker, Jillian, a rapid cycling, grotesque optimist, whose downfall is precipitated by the purchase of a dog.

• Sales Rank: #1137904 in Books
• Brand: Butler, Halle
• Published on: 2015-02-17
• Original language: English
• Number of items: 1
• Dimensions: 6.90" h x .50" w x 4.60" l, .0 pounds
• Binding: Paperback
• 150 pages

Review
"Butler's aim is perfect, and her touch deft." - Publishers Weekly

"A novel that reads like rubbernecking or a junk-food binge, compelling a horrified fascination and bleak laughter in the face of outrageously painted everyday sadness." - Kirkus Reviews

"Sublimely awkward and hilarious...It may be the feel-bad book of the year." - Chicago Tribune

"It's a frank depiction of modern indecency, and a reflection of a generation that lacks any shred of a moral compass." - Electric Literature

"This book is incredible. The deadpan way it nails what it is to be a human who lies to herself and tells different lies to everyone else makes me want to laugh and scream. It is hilarious and weird, my two favorite qualities in a book."
—Lindsay Hunter, author of Ugly Girls and Don't Kiss Me

"An authentic and beautiful portrait of a self-proclaimed asshole."
—Chelsea Martin, author of Even Though I Don't Miss You

"Halle Butler’s Jillian is a wry, smart portrait of two women set on separate courses of self-destruction, each of them judging the other on the way down. This is a bold debut, a quick, vicious ride."
—Cari Luna, author of The Revolution of Every Day

"Goddamn Halle Butler. What she's written here is a hilariously brutal tale of a woman destroying herself with cheery selfishness. I laughed myself nauseous watching the people surrounding Jillian struggle between exasperated judgment and aggravated compassion. Never before have a pair of characters made me so sick with hatred and empathy at once. Butler is writing exactly what I want to read."
—Jac Jemc, author of My Only Wife

"Halle Butler is a self-assured new voice in fiction, bringing fresh humor and originality to her engaging debut."
—Elizabeth Crane, author of We Only Know So Much

About the Author
Halle Butler lives in Chicago. Jillian is her first book.

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Download PDF Persistent Poverty: Underdevelopment in Plantation Economies of the Third WorldBy GEORGE L. BECKFORD

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• Sales Rank: #5293521 in Books
• Published on: 1972
• Original language: English
• Number of items: 1
• Binding: Paperback
• 332 pages

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Free PDF The Power of Praise and WorshipBy Terry Law, Jim Gilbert

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You can get through life's tragedies when you praise and worship the Lord! With gut-wrenching honesty, authors Terry Law and Jim Gilbert detail the tragedies in Terry's life that led him to a deep dimension of Divine teamwork. Terry Law's journey took him throughout the United States, through war-torn Afghanistan, and ancient Egypt to discover three spiritual truths expressed in worship and praise. God put these three spiritual powerhouses in your personal arsenal to use against the enemy: 1.The Word of God. 2.The Name of Jesus. 3.The Blood of Jesus. Arm yourself praise and worship are tools that break through the heavenlies all the way to the throne of God. As the author proves the sacrifice of praise and the blessing of worship saved his life. You, too, will be healed from the past and enjoy new hope for the future. You can handle all of life's tragedies through The Power of Praise and Worship.

• Sales Rank: #164190 in Books
• Brand: Destiny Image Publishers
• Published on: 2008-08-01
• Original language: English
• Number of items: 1
• Dimensions: 9.02" h x .76" w x 5.98" l, 1.09 pounds
• Binding: Paperback
• 366 pages

About the Author
Terry has traveled around the world for nearly forty years, particularly teaching the significant power behind praise and worship. His early years of Living Sound focused on this tremendous tool in God's Kingdom. After tragedy struck his life on two separate situations, praise and worship provided the key to bringing fresh and new hope to his life and ministry.

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Ebook Download Democratization: Theory and Experience (Oxford Studies in Democratization) 1st edition

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• Published on: 1705
• Binding: Paperback

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