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Big Data

Title Authors
哈佛教你精通大數據 安德魯.麥克菲, 艾立克.布林約爾松, 湯瑪斯.戴文波特, 帕蒂爾, 珍.羅斯, 辛西雅.比思 等著
從0到1:打開世界運作的未知祕密,在意想不到之處發現價值 Peter Thiel,Blake Masters
大數據@工作力:如何運用巨量資料,打造個人與企業競爭優勢 Thomas H. Davenport
大數據的力量 郭昕, 孟曄
大數據時代 趙國棟, 易歡歡, 糜萬軍, 鄂維南
大數據: 巨量資料掀起生活、工作和思考方式的全面革新 Viktor Mayer-Schönberger、Kenneth Cukier
大數據的關鍵思考:行動×多螢×碎片化時代的商業智慧 車品覺
Big Data: A Revolution That Will Transform How We Live, Work, and Think Viktor Mayer-Schönberger ,Kenneth Cukier
Big Data Analytics: Turning Big Data into Big Money Frank J. Ohlhorst
The Signal and the Noise: Why So Many Predictions Fail—but Some Don’t Nate Silver
Data Mining in Finance: Advances in Relational and Hybrid Methods Kovalerchuk, Boris Vityaev
Python for Finance: Analyze Big Financial Data Yves Hilpisch
Machine Learning For Financial Engineering Laszlo Gyorfi, Gyorgy Ottucsak, Harro Walk
Big Data: Principles and best practices of scalable realtime data systems Nathan Marz, James Warren
Data Science for Business: What you need to know about data mining and data-analytic thinking Foster Provost, Tom Fawcett
Big Data: Using SMART Big Data, Analytics and Metrics To Make Better Decisions and Improve Performance Bernard Marr
Big Data Baseball: Math, Miracles, and the End of a 20-Year Losing Streak Travis Sawchik
Big Data, Analytics, and the Future of Marketing & Sales McKinsey Chief Marketing, Sales Officer Forum
Analytics in a Big Data World: The Essential Guide to Data Science and its Applications Bart Baesens
Data Smart: Using Data Science to Transform Information into Insight John W. Foreman
Big Data at Work: Dispelling the Myths, Uncovering the Opportunities Thomas H. Davenport
Big Data: Understanding How Data Powers Big Business Bill Schmarzo
What Is Data Science? Mike Loukides
The Big Data-Driven Business: How to Use Big Data to Win Customers, Beat Competitors, and Boost Profits Russell Glass, Sean Callahan
Big Data and The Internet of Things: Enterprise Information Architecture for A New Age Robert Stackowiak, Art Licht
Big Data: Definitions, Business Logics, and Best Practices to Apply in Your Business Joni Salminen, Valtteri Kaartemo
The Human Face of Big Data Rick Smolan, Jennifer Erwitt
The Big Data Revolution Jason Kolb, Jeremy Kolb
Big Data, Little Data, No Data: Scholarship in the Networked World Christine L. Borgman
Big Data Marketing: Engage Your Customers More Effectively and Drive Value Lisa Arthur
Big Data Revolution: What farmers, doctors and insurance agents teach us about discovering big data patterns Rob Thomas, Patrick McSharry
Big Data, Big Analytics: Emerging Business Intelligence and Analytic Trends for Today's Businesses Michael Minelli, Michele Chambers
Too Big to Ignore: The Business Case for Big Data Phil Simon
Digital Disciplines: Attaining Market Leadership via the Cloud, Big Data, Social, Mobile, and the Internet of Things Joe Weinman, Fred Wiersema
Predictive Marketing: Easy Ways Every Marketer Can Use Customer Analytics and Big Data Omer Artun, Dominique Levin
Big Data Demystified: How Big Data Is Changing The Way We Live, Love And Learn David Feinleib
Uncharted: Big Data as a Lens on Human Culture Erez Aiden, Jean-Baptiste Michel
Principles of Big Data: Preparing, Sharing, and Analyzing Complex Information Jules J. Berman
Mobile Banking: Financial Services Meet the Electronic Wallet Wharton, Ernst, Young
Privacy in the Age of Big Data: Recognizing Threats, Defending Your Rights, and Protecting Your Family Theresa Payton, Ted Claypoole
Big Data and Health Analytics Katherine Marconi, Harold Lehmann
Digital Bank: Strategies to launch or become a digital bank Chris Skinner
Virtual Banking: A Guide to Innovation and Partnering Dan Schatt, Renaud Laplanche
Bank 3.0: Why banking is no longer somewhere you go, but something you do Brett King
Machine Learning: The Art and Science of Algorithms that Make Sense of Data Peter Flach
Smart Cities: Big Data, Civic Hackers, and the Quest for a New Utopia Anthony M. Townsend
Big Data Governance: An Emerging Imperative Sunil Soares
Big Data Driven Supply Chain Management: A Framework for Implementing Analytics and Turning Information Into Intelligence Nada R. Sanders
Energy and Analytics: BIG DATA and Building Technology Integration John J. "Jack" McGowan CEM
Analytics Across the Enterprise: How IBM Realizes Business Value from Big Data and Analytics Brenda L. Dietrich, Emily C. Plachy
Data and Goliath: The Hidden Battles to Collect Your Data and Control Your World Bruce Schneier
Matters of Life and Data: The Remarkable Journey of a Big Data Visionary Whose Work Impacted Millions Charles D. Morgan
Clinical Intelligence: The Big Data Analytics Revolution in Healthcare: A Framework for Clinical and Business Intelligence Peter K Ghavami
The Analytics Revolution: How to Improve Your Business By Making Analytics Operational In The Big Data Era Bill Franks
Behind Every Good Decision: How Anyone Can Use Business Analytics to Turn Data into Profitable Insight Piyanka Jain, Puneet Sharma
Think Bigger: Developing a Successful Big Data Strategy for Your Business Mark van Rijmenam

 

 

Technique 

 

Title Authors
Data Mining: Concepts and Techniques J. Han, K. Micheline
Machine Learning with R Brett Lantz
Building Machine Learning Systems with Python Willi Richert, Luis Pedro Coelho
The text mining handbook: advanced approaches in analyzing unstructured data R Feldman, J Sanger
Mining Text Data Charu Aggarwal, ChengXiang Zhai
Taming Text: How to Find, Organize, and Manipulate It Grant S. Ingersoll, Thomas S. Morton
Natural Language Processing with Python Steven Bird, Ewan Klein
Learning Python Data Visualization Chad Adams
An Introduction to Statistical Learning with Applications in R Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
The Elements of Statistical Learning Trevor Hastie, Robert Tibshirani, Jerome Friedman
Data Analysis with Open Source Tools Philipp K. Janert
Mining the Social Web: Data Mining Facebook, Twitter, LinkedIn, Google+, GitHub, and More Matthew A. Russell
Doing Data Science: Straight Talk from the Frontline Cathy O'Neil, Rachel Schutt
Data Mining and Analysis, Fundamental Concepts and Algorithms Mohammed J. Zaki, Wagner Meira
Data Science from Scratch: First Principles with Python Joel Grus
Machine Learning in Python: Essential Techniques for Predictive Analysis Michael Bowles
Data Mining: Practical Machine Learning Tools and Techniques Ian H. Witten, Eibe Frank
Machine Learning for Hackers Drew Conway, John Myles White
Information Theory, Inference and Learning Algorithms David J.C. MacKay
Beautiful Visualization: Looking at Data through the Eyes of Experts Julie Steele
Fundamentals of predictive text mining SM Weiss, N Indurkhya, T Zhang
Real-Time Analytics: Techniques to Analyze and Visualize Streaming Data Byron Ellis
Hadoop Application Architectures Mark Grover, Ted Malaska
Data Science from Scratch: First Principles with Python Joel Grus
Data Mining and Predictive Analytics Daniel T. Larose, Chantal D. Larose
Learning From Data Yaser S. Abu-Mostafa, Malik Magdon-Ismail

 

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