Data science
by John D. KelleherA 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.
Books
Theodore Boone
John Grisham
Education for Sustainable Development in the Early Years
John Siraj-Blatchford
It is in early childhood that the foundations of many of our fundamental attitudes and values are first put into place.
Basic Writings of John Marshall
John Marshall
Haldane
Campbell, John
British Romanticism and Peace
John Bugg
Invention of the Inspired Text
John C. Poirier
Born of Burning Embers
G. A. John
Ten Days That Shook the World
John Reed
Love Unf*cked
Gary John Bishop
Writing Life Writing
Paul John Eakin
Reporter
John McBETH
Galápagos
John Kricher
By Strangers Mourned
John Lindermuth
Coalition of the UnWilling and UnAble
John R. Deni
Why does the united states need european allies, and why is it getting more difficult for those allies to partner with washington in standing up to china, pushing back against russia, and pursuing other common interests around the world?
El muro
John Lanchester
Una fascinante e inquietante distopía que funciona como potente alegoría del mundo actual y los miedos que atenazan a occidente.
Get Your Life Back
John Eldredge
Provides advice on how to walk through life's challenges--the one-minute pause, unplugging from technology, and practicing kindness toward others and the self.
Nietzsche and God is Dead
John C Burt
A book that seeks in its essence to be a respond to the quote from nietzsche that ' god is dead '.
Togo the Last and The Greatest.
John C Burt
The Missing Piece
John Lescroart
Sward And Sword
John Broughton
Woodston
John Lewis-Stempel
Consuming Utopia
John Storey
ACA Solution-Focused Counseling in Schools
Murphy, John J.
Die Universität und Die Wissenschaft
Otto John
Yellow Fever and Public Health in the New South
John H. Ellis
Longest Shot
John Eisenberg
How the Bible Begins
John R. Heapes
Gospel Theology
John Kuyper Liberty
Dancing Floor Annotated
John Buchan
Best of It
John L. May
Lodge in the Wilderness (Annotated)
John Buchan
Mom's Recipes
John L. Cook
Mastering Self-Control
Joshua John Clarkson
Grounded in nearly a century of scientific research, mastering self control is an academic 'how to' in the mastery of self control.
International Dimensions of Land Reform
John D. Montgomery
Beyond Interpretation
John E. Gedo
Who Am I
John Zerr
Identifying Nonduality
John Sefton
Fresh Start with God
John Siebeling
Second Truth
John Viola
Reptiles Are Loose
John C. Burt
Godsend
John M. Green
Ledger Book
John Geyer
Just My Opinion
John Meddling
John Henry and His People
John Garst
It's Your Story
Kenn John
Concept Analysis in Nursing
John Paley
Thinking Scientifically
John Fraser
Keats and Shakespeare
John Middleton 1889-1957 Murry
My View from the Spy Tree
John A. Collins
Folsom Technology and Lifeways
John E. Clarke
Water
Matthew John
After London Illustrated
John Richard Jefferies
Skunk
Smith, John
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