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Big Data

Title	Authors
失控的大數據：當企業比你更了解你，該如何保護自己和口袋裡的錢？	Anna Bernasek, D.T. Mongan
Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die	Eric Siegel
Data Analytics Made Accessible	Anil Maheshwari
成為大數據電子商務人才的第一本書	鄭江宇, 許晉雄
Big Data: A Revolution That Will Transform How We Live, Work, and Think	Viktor Mayer-Schönberger
Big Data: Techniques and Technologies in Geoinformatics	Hassan A. Karimi
Big Data: Principles and best practices of scalable realtime data systems	Nathan Marz
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are	Seth, Stephens-Davidowitz
行銷資料科學: 大數據X市場分析X人工智慧	羅凱揚，蘇宇暉，鍾皓軒
Big Data and Machine Learning in Quantitative Investment	Guida, Tony
大數據資本主義：金融資本主義退位，重新定義市場、企業、金錢、銀行、工作與社會正義	麥爾荀伯格, 蘭姆格著
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
社群大數據：網路口碑及輿情分析	楊立偉, 邵功新
大數據視覺化篇	謝邦昌
Big Data and Machine Learning	Martin, Brett S.
The Realities of Securing Big Data	Ottenheimer, Davi
一帶一路大數據報告（2018）	國家信息中心「一帶一路」大數據中心
Python大數據特訓班：資料自動化收集、整理、分析、儲存與應用實戰	文淵閣工作室
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
Practical Statistics for Data Scientists: 50 Essential Concepts	Peter Bruce, Andrew Bruce
Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results	Bernard Marr
2030科技趨勢全解讀：元宇宙、AI、區塊鏈、雲端、大數據、5G、物聯網，七大最新科技一本就搞懂！	金知賢
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are	Seth Stephens-Davidowitz

Blockchain

Cryptoassets: The Innovative Investor's Guide to Bitcoin and Beyond	Chris Burniske, Jack Tatar
DeFi and the Future of Finance 1st	Campbell R. Harvey, Ashwin Ramachandran, Joey Santoro
Blockchain Revolution: How the Technology Behind Bitcoin Is Changing Money, Business, and the World	Don Tapscott, Alex Tapscott
Machine Learning in Finance	Matthew F. Dixon, Igor Halperin, Paul Bilokon
Machine Learning for Absolute Beginners: A Plain English Introduction (Third Edition) (Python for Data Science Book 3)	Oliver Theobald
The Book Of Satoshi: The Collected Writings of Bitcoin Creator Satoshi Nakamoto	Phil Champagne
The Nft Revolution - Crypto art edition	Crypto Dukedom
The NFT Handbook: How to Create, Sell and Buy Non-Fungible Tokens 1st	Matt Fortnow & QuHarrison Terry
DeFi, NFT and GameFi Made Easy: A Beginner's Guide to Understanding and Investing in DeFi, NFT and GameFi Projects Paperback	Dr.Liew Voon Kiong
The Metaverse: And How it Will Revolutionize Everything	Matthew Ball
Cryptocurrency Investing For Dummies (For Dummies	Kiana Danial
The Crypto Book: How to Invest Safely in Bitcoin and Other Cryptocurrencies Paperback	Siam Kidd
The Basics of Bitcoins and Blockchains: An Introduction to Cryptocurrencies and the Technology that Powers Them	Antony Lewis
Basic Blockchain: What It Is and How It Will Transform the Way We Work and Live	David Shrier

Technique

Title	Authors
THE AI THOUGHT BOOK: Inspirational Thoughts & Quotes on Artificial Intelligence	Murat Durmus
Kafka: The Definitive Guide	Gwen Shapira, Neha Narkhede, Todd Palino
Spark: The Definitive Guide	Matei Zaharia, Bill Chambers
Storytelling With Data: A Data Visualization Guide for Business Professionals	Knaflic, Cole Nussbaumer
Big Data: Principles and Best Practices of Scalable Real-Time Data Systems	Marz, Nathan/ Warren, James
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
Ensemble Methods: Foundations and Algorithms	Zhi-Hua Zhou
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists	Alice Zheng , Amanda Casari
Deep Learning Cookbook: Practical Recipes to Get Started Quickly	Douwe Osinga
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems	Aurélien Géron
Python: Beginner's Guide to Artificial Intelligence: Build applications to intelligently interact with the world around you using Python	Denis Rothman, Matthew Lamons, Rahul Kumar, Abhishek Nagaraja, Amir Ziai, Ankit Dixit

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