Sign-In
Cart
Data Science
Paperback
Series: MIT Press Essential Knowledge
Technology & EngineeringGeneral Computers
Publisher Price: $16.95
ISBN13: 9780262535434
Publisher: Mit Pr
Published: Apr 13 2018
Pages: 280
Weight: 0.55
Height: 0.70 Width: 5.00 Depth: 6.90
Language: English
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.
Also in
General Computers
This Program Is Brought to You by . . .: Distributing Television News Online
Braun, Joshua A.
Paperback
The Year in Tech, 2025: The Insights You Need from Harvard Business Review
Review, Harvard Business
Webb, Amy
Farri, Elisa
Paperback
The Technological Republic: Hard Power, Soft Belief, and the Future of the West
Karp, Alexander C.
Zamiska, Nicholas W.
Hardcover
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Hardcover
Hbr's 10 Must Reads on AI (with Bonus Article How to Win with Machine Learning by Ajay Agrawal, Joshua Gans, and AVI Goldfarb)
Iansiti, Marco
Review, Harvard Business
Davenport, Thomas H.
Paperback
Mindmasters: The Data-Driven Science of Predicting and Changing Human Behavior
Matz, Sandra
Hardcover
The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma
Suleyman, Mustafa
Hardcover
Generative Ai: The Insights You Need from Harvard Business Review
Review, Harvard Business
Mollick, Ethan
Cremer, David De
Paperback
AI for Educators: Learning Strategies, Teacher Efficiencies, and a Vision for an Artificial Intelligence Future
Miller, Matt
Paperback
More Human: How the Power of AI Can Transform the Way You Lead
Carter, Jacqueline
Hougaard, Rasmus
Hardcover
Teaching with AI: A Practical Guide to a New Era of Human Learning
Watson, C. Edward
Bowen, José Antonio
Paperback
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Kleppmann, Martin
Paperback
The AI Con: How to Fight Big Tech's Hype and Create the Future We Want
Bender, Emily M.
Hanna, Alex
Hardcover
Brave New Words: How AI Will Revolutionize Education (and Why That's a Good Thing)
Khan, Salman
Hardcover
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Crawford, Kate
Paperback
Princeton Review AP Computer Science a Prep, 8th Edition: 5 Practice Tests + Complete Content Review + Strategies & Techniques
The Princeton Review
Paperback
AI Valley: Microsoft, Google, and the Trillion-Dollar Race to Cash in on Artificial Intelligence
Rivlin, Gary
Hardcover
Banking on (Artificial) Intelligence: Navigating the Realities of AI in Financial Services
Lau, Theodora
Paperback
Digital Dharma: How AI Can Elevate Spiritual Intelligence and Personal Well-Being
Chopra, Deepak
Hardcover
Nexus: A Brief History of Information Networks from the Stone Age to AI (Large Print Edition)
Harari, Yuval Noah
Paperback
RHCSA Red Hat Enterprise Linux 9: Training and Exam Preparation Guide (EX200), Third Edition
Ghori, Asghar
Paperback
AI for Life: 100+ Ways to Use Artificial Intelligence to Make Your Life Easier, More Productive...and More Fun!
Quillian, Celia
Paperback
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
Minecraft: Exploded Builds: Medieval Fortress: An Official Mojang Book
Mojang Ab
The Official Minecraft Team
Paperback
The Death of Expertise: The Campaign Against Established Knowledge and Why It Matters
Nichols, Tom
Paperback
Minecraft: Guide Collection 4-Book Boxed Set (Updated): Survival (Updated), Creative (Updated), Redstone (Updated), Combat
The Official Minecraft Team
Mojang Ab
Hardcover
Fans First: Change The Game, Break the Rules & Create an Unforgettable Experience
Cole, Jesse
Paperback
Hands-On Large Language Models: Language Understanding and Generation
Grootendorst, Maarten
Alammar, Jay
Paperback
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
The Chaos Machine: The Inside Story of How Social Media Rewired Our Minds and Our World
Fisher, Max
Paperback
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Cetinkaya-Rundel, Mine
Wickham, Hadley
Grolemund, Garrett
Paperback
The Thinking Machine: Jensen Huang, Nvidia, and the World's Most Coveted Microchip
Witt, Stephen
Hardcover
What Tech Calls Thinking: An Inquiry Into the Intellectual Bedrock of Silicon Valley
Daub, Adrian
Paperback
Recoding America: Why Government Is Failing in the Digital Age and How We Can Do Better
Pahlka, Jennifer
Hardcover
Computer Science: An Illustrated History of the World's Smartest Machines (100 Ponderables)
Jackson, Tom
Hardcover
Practical Charts: The Essential Guide to Creating Clear, Compelling Charts for Reports and Presentations
Desbarats, Nicholas P.
Paperback
Laptops for Seniors in Easy Steps, 9th Edition: Updated to Cover All Laptops with the Windows 11 2024 Update
Vandome, Nick
Paperback
The Mechanic and the Luddite: A Ruthless Criticism of Technology and Capitalism
Sadowski, Jathan
Paperback
Exploring Windows 11 - 2024 Edition: The Illustrated, Practical Guide to Using Microsoft Windows
Wilson, Kevin
Paperback
Fundamentals of Data Engineering: Plan and Build Robust Data Systems
Reis, Joe
Housley, Matt
Paperback
Isc2 Cissp Certified Information Systems Security Professional Official Study Guide & Practice Tests Bundle
Stewart, James Michael
Gibson, Darril
Chapple, Mike
Paperback
Algorithms to Live by: The Computer Science of Human Decisions
Christian, Brian
Griffiths, Tom
Paperback
Prompt Engineering for Generative AI: Future-Proof Inputs for Reliable AI Outputs
Phoenix, James
Taylor, Mike
Paperback
Human + Machine, Updated and Expanded: Reimagining Work in the Age of AI
Daugherty, Paul R.
Wilson, H. James
Hardcover
Arduino: 101 Beginners Guide: How to get started with Your Arduino (Tips, Tricks, Projects and More!)
Savasgard, Erik
Paperback
Verified: How to Think Straight, Get Duped Less, and Make Better Decisions about What to Believe Online
Wineburg, Sam
Caulfield, Mike
Paperback
How to Teach AI: Weaving Strategies and Activities Into Any Content Area
Poth, Rachelle Dené
Paperback
Crypto Confidential: Winning and Losing Millions in the New Frontier of Finance
Eliason, Nathaniel
Hardcover
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Huyen, Chip
Paperback
Exploring Apple Mac - Sequoia Edition: The Illustrated, Practical Guide to Using MacOS
Wilson, Kevin
Paperback
Future Ready: The Four Pathways to Capturing Digital Value
Sebastian, Ina M.
Woerner, Stephanie L.
Weill, Peter
Hardcover
Your Stone Age Brain in the Screen Age: Coping with Digital Distraction and Sensory Overload
Cytowic, Richard E.
Hardcover
Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners
Sweigart, Al
Paperback
Building AI-Powered Products: The Essential Guide to AI and Genai Product Management
Nika, Marily
Paperback
You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place
Shane, Janelle
Paperback
AP Computer Science a Premium, 12th Edition: Prep Book with 6 Practice Tests + Comprehensive Review + Online Practice
Teukolsky, Roselyn
Barron's Educational Series
Paperback
Irresistible: The Rise of Addictive Technology and the Business of Keeping Us Hooked
Alter, Adam
Paperback
The Algorithm: How AI Decides Who Gets Hired, Monitored, Promoted, and Fired and Why We Need to Fight Back Now
Schellmann, Hilke
Hardcover
PLC Controls with Structured Text (ST), V3: IEC 61131-3 and best practice ST programming
Antonsen, Tom Mejer
Paperback
The Year in Tech, 2024: The Insights You Need from Harvard Business Review
Florida, Richard
Review, Harvard Business
Cremer, David De
Paperback
ITIL(R) 4 Essentials: Your essential guide for the ITIL 4 Foundation exam and beyond
Agutter, Claire
Paperback
Ocp Oracle Certified Professional Java Se 21 Developer Study Guide
Boyarsky, Jeanne
Selikoff, Scott
Paperback
NPR's Podcast Start Up Guide: Create, Launch, and Grow a Podcast on Any Budget
Weldon, Glen
Paperback
Better Data Visualizations: A Guide for Scholars, Researchers, and Wonks
Schwabish, Jonathan
Paperback
The Afterlife of Data: What Happens to Your Information When You Die and Why You Should Care
Öhman, Carl
Hardcover