Free Ebook Mastering Python for Data ScienceBy Samir Madhavan

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Explore the world of data science through Python and learn how to make sense of data

About This Book

• Master data science methods using Python and its libraries
• Create data visualizations and mine for patterns
• Advanced techniques for the four fundamentals of Data Science with Python - data mining, data analysis, data visualization, and machine learning

Who This Book Is For

If you are a Python developer who wants to master the world of data science then this book is for you. Some knowledge of data science is assumed.

What You Will Learn

• Manage data and perform linear algebra in Python
• Derive inferences from the analysis by performing inferential statistics
• Solve data science problems in Python
• Create high-end visualizations using Python
• Evaluate and apply the linear regression technique to estimate the relationships among variables.
• Build recommendation engines with the various collaborative filtering algorithms
• Apply the ensemble methods to improve your predictions
• Work with big data technologies to handle data at scale

In Detail

Data science is a relatively new knowledge domain which is used by various organizations to make data driven decisions. Data scientists have to wear various hats to work with data and to derive value from it. The Python programming language, beyond having conquered the scientific community in the last decade, is now an indispensable tool for the data science practitioner and a must-know tool for every aspiring data scientist. Using Python will offer you a fast, reliable, cross-platform, and mature environment for data analysis, machine learning, and algorithmic problem solving.

This comprehensive guide helps you move beyond the hype and transcend the theory by providing you with a hands-on, advanced study of data science.

Beginning with the essentials of Python in data science, you will learn to manage data and perform linear algebra in Python. You will move on to deriving inferences from the analysis by performing inferential statistics, and mining data to reveal hidden patterns and trends. You will use the matplot library to create high-end visualizations in Python and uncover the fundamentals of machine learning. Next, you will apply the linear regression technique and also learn to apply the logistic regression technique to your applications, before creating recommendation engines with various collaborative filtering algorithms and improving your predictions by applying the ensemble methods.

Finally, you will perform K-means clustering, along with an analysis of unstructured data with different text mining techniques and leveraging the power of Python in big data analytics.

Style and approach

This book is an easy-to-follow, comprehensive guide on data science using Python. The topics covered in the book can all be used in real world scenarios.

• Sales Rank: #1031470 in Books
• Published on: 2015-08-31
• Released on: 2015-08-31
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x .67" w x 7.50" l, 1.12 pounds
• Binding: Paperback
• 294 pages

About the Author

Samir Madhavan

Samir Madhavan has been working in the field of data science since 2010. He is an industry expert on machine learning and big data. He has also reviewed R Machine Learning Essentials by Packt Publishing. He was part of the ubiquitous Aadhar project of the Unique Identification Authority of India, which is in the process of helping every Indian get a unique number that is similar to a social security number in the United States. He was also the first employee of Flutura Decision Sciences and Analytics and is a part of the core team that has helped scale the number of employees in the company to 50. His company is now recognized as one of the most promising Internet of Things―Decision Sciences companies in the world.

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Download Ebook J-Pop Love SongBy Shiree McCarver

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African American Charlene Alfred, a 41-year-old writer is about to have her first best selling novel "Blu's Diary" turned into an internationally released miniseries which features a jaded Japanese rock star that has hit rock bottom. Her manager gives her an ultimatum: use the Japanese lead actor of their choice or forget the project.\nWhen 24-year-old Japanese pop sensation known as "Kane" hears that the writer he's always admired, strongly believe he's too young for the crucial role, he makes it his mission to change her mind; only to find that there is a connection between him and this woman that defies all reasoning and logic. The building of emotions and passions between these two characters keeps you almost breathless as you journey to the beautifully exotic city of Tokyo, mixed with new technology and old traditions. Come and experience this amazing love story that will put two careers in jeopardy and two lives in danger as possessiveness, buried secrets, and lies, are exposed. Will love be enough to fight the ghosts of the past?

• Sales Rank: #3550649 in Books
• Published on: 2008-07-17
• Original language: English
• Number of items: 1
• Dimensions: 8.50" h x .50" w x 5.50" l, .50 pounds
• Binding: Paperback
• 205 pages

About the Author
Shiree McCarver has a Website at http://www.shireemccarver.com.

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Get Free Ebook Diccionario de Hermeneutica: Una guia concisa de terminos, nombres, metodos, y expresiones (Spanish Edition)By James D. Hernando

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• Sales Rank: #2136578 in Books
• Published on: 2012-05-04
• Original language: Spanish
• Number of items: 1
• Dimensions: 9.00" h x .50" w x 6.00" l, .75 pounds
• Binding: Paperback
• 216 pages

About the Author
Dr. James D. Hernando's broad teaching experience encompasses public and undergraduate, as well as graduate levels of education. He has been a contributing author for Signs and Wonders in Ministry Today, and has written Greek word studies for The Complete Biblical Library, the commentary on 2 Corinthians in the Full Life Bible Commentary to the New Testament, and various articles in Paraclete, Pentecostal Evangel and Pathways for Young Adults. He completed intensive Spanish language courses at Centro de Investigaciones Culturales y Estudios Linguísticos in San José, Costa Rica, during the summer of 2000 and 2003. Dr. Hernando is a member of the Evangelical Theological Society, the Society of Biblical Literature and the Society for Pentecostal Studies.

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Diccionario de Hermeneutica: Una guia concisa de terminos, nombres, metodos, y expresiones (Spanish Edition)By James D. Hernando PDF

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Download Meditation and its PracticeBy Swami Rama

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In this practical guide to inner life, Swami Rama-one of the most advanced yoga masters to visit the West-teaches us how to slip beyond the mental turbulence of our ordinary thought processes into an infinite reservoir of consciousness from which we can draw guidance, creative power, joy and tranquility. The techniques presented here have been used by the sages of India from time immemorial to live in harmony with the world around them, to find strength to face life's difficulties and to know them.

• Published on: 2014
• Dimensions: .79" h x .51" w x .0" l, .22 pounds
• Binding: Paperback

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In the small Palestinian farming village of Beit Daras, the women of the Baraka family inspire awe. Nazmiyeh is brazen and fiercely protective of her clairvoyant little sister, Mariam, with her mismatched eyes, and of their mother, Um Mahmoud, known for the fearsome djinni that sometimes possesses her. When the family is forced by the newly formed State of Israel to leave their ancestral home, only Nazmiyeh and her brother survive the long road to Gaza. Amidst the violence and fragility of the refugee camp, Nazmiyeh builds a family, navigates crises, and nurtures what remains of Beit Daras's community. But her brother continues his exile's journey to America, where, upon his death, his granddaughter Nur grows up alone, in a different kind of exile, the longing for family and roots eventually beckoning her to Gaza.
Internationally bestselling author Susan Abulhawa's powerful new novel explores the legacy of dispossession across continents and generations. With devastatingly clear-eyed vision of political and personal trauma, The Blue Between Sky and Water is the story of flawed yet profoundly courageous women, of separation and heartache, endurance and renewal.

• Sales Rank: #295975 in eBooks
• Published on: 2015-09-01
• Released on: 2015-09-01
• Format: Kindle eBook

Review
"Abulhawa's characters' lives vividly depict resiliency in the face of adversity." ­
Publishers Weekly

"A family saga with global reach, these stories of fortune tellers, fighters, little girls and old women, jump off the page and into the soul and reach far beyond any headline or statistic, past the head, to the heart." - Laleh Khadivi, author of The Age of Orphans and The Walking

"The publication of Susan Abulhawa's The Blue Between Sky and Water marks a giant step in the development of Palestinian fiction. The book is a great feat of imagination and storytelling." - Raja Shehadeh, author of Strangers in the House

About the Author
Susan Abulhawa is a human rights activist, biologist and political commentator. She is the founder of Playgrounds for Palestine, a children’s organisation dedicated to upholding the Right to Play for Palestinian children. Her debut novel, Mornings in Jenin, was an international bestseller, and was translated into twenty-six languages. She lives in Pennsylvania with her daughter.

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Download Ebook The Pre-Raphaelite Body: Fear and Desire in Painting, Poetry, and CriticismBy J. B. Bullen

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Pre-Raphaelitism was the first avant-garde movement in Britain. It shocked its first audience, and as it modulated into Aestheticism it continued to disturb the British public. This interdisciplinary study traces the sources of this critical reaction to the representation of the body in painting and poetry from the work of Millais and Morris to that of Rossetti and Burne-Jones. The book also explores how reactions were conditioned by such late nineteenth-century anxieties as fear of cholera and hatred of Catholicism, fascination with the fallen woman, horror at the `shrieking sisterhood' of emancipated women, and even the terror of psycho-sexual diseases.

• Sales Rank: #6199951 in Books
• Brand: Brand: Oxford University Press, USA
• Published on: 1998-04-23
• Original language: English
• Number of items: 1
• Dimensions: 5.70" h x 1.00" w x 8.60" l, .98 pounds
• Binding: Hardcover
• 256 pages

Features

• Used Book in Good Condition

Review
`There is no doubt about the impeccable scholarship of Prof. J B Bullen in this book. ... There are fine pieces of penetrating reading of key texts, extensive and accurate bibliographical data, and very competent nuggets of Victorian lore All this basic and reliable information is precious for the students discovering the period and what has been written about it. ,,, the book could easily be used for a foundation course on Pre-Raphaelitism ... should also be read by fellow specialists to spark off some interesting and enjoyable debates.' Jean-Marie Baissus/Cahiers Victoriens et Edouardiens No 48 (1998)

`This book is a study of art criticism and the depiction of the human body, rather than cultural gender constructions ... Bullen ... provides a challenge to the standard conceptions of medievalism in this period that can only enhance our understanding of this form of stylistic expression ... present new ideas and models that must be integrated into histories of these artists to more fully understand their productions, cultural milieu, and personal and reception histories.' Jason M. Rosenfeld, The Journal of Pre-Raphaelite Studies

`an important survey of discourses of Victorian malaise, a case-study in the topography of discontent ... Bullen's elegantly written book reveals a lexicon of discomfort with bodily images which violated conventional modes of visual representation, and which seemed, in their degeneracy, to endanger the nation's well-being. This is an illuminating study, an important source-text, a volume which throws light on cultural history, sexual mores, the formation of discourses on the aesthetic, and the purchase of culturally constructed gender roles on the reception of avant-garde Victorian paintin and poetry.' Francis O'Gorman, Cheltenham and Gloucester College of Higher Education, The Review of English Studies, vol 50, no 199, 1999

About the Author
J. B. Bullen is a Professor in the Department of English at University of Reading.

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Ebook Download The Game of Conservation: International Treaties to Protect the World's Migratory Animals (Ecology & History)By Mark Cioc

Ebook Download The Game of Conservation: International Treaties to Protect the World's Migratory Animals (Ecology & History)By Mark Cioc

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The Game of Conservation: International Treaties to Protect the World's Migratory Animals (Ecology & History)By Mark Cioc

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The Game of Conservation is a brilliantly crafted and highly readable examination of nature protection around the world.

Twentieth-century nature conservation treaties often originated as attempts to regulate the pace of killing rather than as attempts to protect animal habitat. Some were prompted by major breakthroughs in firearm techniques, such as the invention of the elephant gun and grenade harpoons, but agricultural development was at least as important as hunting regulations in determining the fate of migratory species. The treaties had many defects, yet they also served the goal of conservation to good effect, often saving key species from complete extermination and sometimes keeping the population numbers at viable levels. It is because of these treaties that Africa is dotted with large national parks, that North America has an extensive network of bird refuges, and that there are any whales left in the oceans. All of these treaties are still in effect today, and all continue to influence nature-protection efforts around the globe.

Drawing on a wide variety of primary and secondary sources, Mark Cioc shows that a handful of treaties—all designed to protect the world’s most commercially important migratory species—have largely shaped the contours of global nature conservation over the past century. The scope of the book ranges from the African savannahs and the skies of North America to the frigid waters of the Antarctic.

• Sales Rank: #3921209 in Books
• Published on: 2009-12-15
• Original language: English
• Number of items: 1
• Dimensions: 9.00" h x .80" w x 6.00" l, .95 pounds
• Binding: Paperback
• 232 pages

Review
“An impressive and fresh approach to studying the environment in the twenty–first century.”
— Michael Lewis, Salisbury University

“The Game of Conservation is a concise, well-researched, and nicely presented study of pioneering wildlife protection treaties from the first half of the twentieth century.… This study offers a valuable model for environmental historians seeking to provide accessible and insightful scholarship that transcends national boundaries.”
— Environmental History

“The book’s expository prose style is in tune with its overall design: clarity and utility are foremost.… The Game of Conservation will be a valuable resource for any scholar of conservation, colonialism or international treaty making.”
— Environment and History

“In an engaging style reminiscent of a mystery novel, Cioc relates the historical, political, sociological, and ecological stories behind the treaties.…Knowing the origins of animal protection efforts does much to explain the conservation problems these species still face.”
— Choice

About the Author
Mark Cioc is a professor of history at the University of California, Santa Cruz and the author of The Rhine: An Eco-Biography, 1815–2000. He is a coeditor of How Green Were the Nazis? Nature, Environment, and Nation in the Third Reich.

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