Data Science (The MIT Press Essential Knowledge series)

A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges. The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges. It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.

Details e-book Data Science

🗸 Author(s): John D. Kelleher,Brendan Tierney
🗸 Title: Data Science (The MIT Press Essential Knowledge series)
🗸 Rating : 4.5 from 5 stars (371 reviews)
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle

Readers' opinions about Data Science by John D. Kelleher

Jett Marsden
This thought-provoking work of non-fiction explores the mysteries of the human mind, delving into the complexities of consciousness and perception. Drawing on the latest scientific research, the author sheds light on the inner workings of the brain, offering fascinating insights into what makes us who we are. Engaging and accessible, this book is a must-read for anyone interested in the workings of the human mind.

Waverley Chamberlain
Discover the untold stories of women who have shaped history with this illuminating collection of biographies. From pioneering scientists to revolutionary activists, each chapter shines a light on the remarkable achievements of women throughout the ages. With its inspiring tales of courage and resilience, this book is a celebration of female empowerment and achievement.

Lynzey Hawkins
This poignant memoir offers a deeply personal account of one woman's journey to overcome adversity and find redemption. From childhood trauma to adult struggles, the author shares her experiences with honesty and vulnerability, offering hope and inspiration to readers facing their own challenges. With its raw emotion and powerful storytelling, this book is a testament to the resilience of the human spirit.

Related ebooks of Data Science

Women's Life in Greece and Rome: A Source Book in Transla...

The essential collection of source materials on the lives of women in the ancient world.Now in its fourth edition, this highly acclaimed sourcebook examines the public and private lives and legal status of Greek and Roman women. The texts represent women of all social classes, from public figures remembered for their deeds (or misdeeds), to priestesses, poets, and intellectuals, to working women, such as musicians, wet nurses, and prostitutes, to homemakers. The editors have selected…

The Visiting Privilege: New and Collected Stories (Vintag...

The definitive story collection “by one of the most celebrated American short-story writers…. Powerful, important, compassionate, and full of dark humor. This is a book that will be reread with admiration and love many times over” (Vanity Fair). Joy Williams has been celebrated as a master of the short story for four decades, her renown passing as a given from one generation to the next even in the shifting landscape of contemporary writing. At long…

Money, Possessions, and Eternity: A Comprehensive Guide t...

This practical and refreshing theology of money contains topical and Scripture indexes, a study guide, and five helpful appendixes.Randy Alcorn presents a biblical and comprehensive view of money and possessions, including the following:Why is money so important to God?How can we be liberated from materialism?What should we do about debt?How much does God want us to give?What about gambling? Investing? Insurance? Saving? Retirement? Inheritance?Who wants to settle for fleeting treasures on earth . . .…

Mutations: The Many Strange Faces of Hardcore Punk

Inaugural pick for the Pitchfork Book ClubGQ's One of the Best Books to Read Right NowHow can so many people pledge allegiance to punk, something with no fixed identity? Depending on who and where you are, punk can be an outlet, excuse, lifestyle, escapism, conversation, community, ideology, sales category, social movement, punishable offense, badge of authenticity, reason to drink beer forever, or an aesthetic of belligerent incompetence. And if someone has a strong belief about…