Data Science Books

Showing 1-50 of 4,718
Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking (Paperback)
by (shelved 235 times as data-science)
avg rating 4.13 — 2,424 ratings — published 2013
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Storytelling with Data: A Data Visualization Guide for Business Professionals Storytelling with Data: A Data Visualization Guide for Business Professionals (Paperback)
by (shelved 204 times as data-science)
avg rating 4.40 — 6,723 ratings — published 2015
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 199 times as data-science)
avg rating 4.59 — 2,172 ratings — published 2013
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Python for Data Analysis Python for Data Analysis (Paperback)
by (shelved 182 times as data-science)
avg rating 4.17 — 2,254 ratings — published 2011
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The Signal and the Noise: Why So Many Predictions Fail—But Some Don't The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
by (shelved 181 times as data-science)
avg rating 3.97 — 50,074 ratings — published 2012
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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (Hardcover)
by (shelved 179 times as data-science)
avg rating 3.88 — 27,089 ratings — published 2016
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Data Science from Scratch: First Principles with Python Data Science from Scratch: First Principles with Python (Kindle Edition)
by (shelved 176 times as data-science)
avg rating 3.91 — 1,058 ratings — published 2015
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Naked Statistics: Stripping the Dread from the Data Naked Statistics: Stripping the Dread from the Data (Paperback)
by (shelved 176 times as data-science)
avg rating 3.95 — 13,929 ratings — published 2012
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 173 times as data-science)
avg rating 4.43 — 1,778 ratings — published 2001
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Hands-On Machine Learning with Scikit-Learn and TensorFlow Hands-On Machine Learning with Scikit-Learn and TensorFlow (Kindle Edition)
by (shelved 156 times as data-science)
avg rating 4.56 — 2,462 ratings — published 2017
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Data Smart: Using Data Science to Transform Information into Insight Data Smart: Using Data Science to Transform Information into Insight (Paperback)
by (shelved 139 times as data-science)
avg rating 4.11 — 994 ratings — published 2013
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Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are (Hardcover)
by (shelved 131 times as data-science)
avg rating 3.91 — 40,342 ratings — published 2017
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Doing Data Science: Straight Talk from the Frontline Doing Data Science: Straight Talk from the Frontline (Paperback)
by (shelved 126 times as data-science)
avg rating 3.73 — 564 ratings — published 2013
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Python Data Science Handbook: Essential Tools for Working with Data Python Data Science Handbook: Essential Tools for Working with Data (Paperback)
by (shelved 125 times as data-science)
avg rating 4.31 — 598 ratings — published 2016
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Practical Statistics for Data Scientists: 50 Essential Concepts Practical Statistics for Data Scientists: 50 Essential Concepts (Paperback)
by (shelved 122 times as data-science)
avg rating 4.01 — 488 ratings — published
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R for Data Science: Import, Tidy, Transform, Visualize, and Model Data R for Data Science: Import, Tidy, Transform, Visualize, and Model Data (Paperback)
by (shelved 119 times as data-science)
avg rating 4.54 — 1,115 ratings — published 2016
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The Art of Statistics: How to Learn from Data The Art of Statistics: How to Learn from Data (Hardcover)
by (shelved 116 times as data-science)
avg rating 4.17 — 4,486 ratings — published 2019
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The Visual Display of Quantitative Information, 2nd Ed. The Visual Display of Quantitative Information, 2nd Ed. (Hardcover)
by (shelved 113 times as data-science)
avg rating 4.39 — 8,271 ratings — published 1983
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Deep Learning Deep Learning (ebook)
by (shelved 98 times as data-science)
avg rating 4.43 — 1,891 ratings — published 2016
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Pattern Recognition and Machine Learning (Information Science and Statistics) Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 96 times as data-science)
avg rating 4.32 — 1,818 ratings — published 2006
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How to Lie with Statistics How to Lie with Statistics (Paperback)
by (shelved 79 times as data-science)
avg rating 3.84 — 16,334 ratings — published 1954
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Invisible Women: Data Bias in a World Designed for Men Invisible Women: Data Bias in a World Designed for Men (Hardcover)
by (shelved 77 times as data-science)
avg rating 4.35 — 118,370 ratings — published 2019
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Introduction to Machine Learning with Python: A Guide for Data Scientists Introduction to Machine Learning with Python: A Guide for Data Scientists (Paperback)
by (shelved 75 times as data-science)
avg rating 4.35 — 536 ratings — published 2015
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Deep Learning with Python Deep Learning with Python (Paperback)
by (shelved 75 times as data-science)
avg rating 4.57 — 1,264 ratings — published 2017
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Algorithms to Live By: The Computer Science of Human Decisions Algorithms to Live By: The Computer Science of Human Decisions (Hardcover)
by (shelved 71 times as data-science)
avg rating 4.13 — 31,246 ratings — published 2016
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Big Data: A Revolution That Will Transform How We Live, Work, and Think Big Data: A Revolution That Will Transform How We Live, Work, and Think (Hardcover)
by (shelved 71 times as data-science)
avg rating 3.69 — 8,554 ratings — published 2013
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Superforecasting: The Art and Science of Prediction Superforecasting: The Art and Science of Prediction (Hardcover)
by (shelved 68 times as data-science)
avg rating 4.08 — 20,098 ratings — published 2015
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Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die (Paperback)
by (shelved 66 times as data-science)
avg rating 3.66 — 2,063 ratings — published 2013
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Designing Data-Intensive Applications Designing Data-Intensive Applications (ebook)
by (shelved 66 times as data-science)
avg rating 4.71 — 8,404 ratings — published 2015
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The Hundred-Page Machine Learning Book The Hundred-Page Machine Learning Book (Paperback)
by (shelved 65 times as data-science)
avg rating 4.26 — 1,188 ratings — published
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Applied Predictive Modeling Applied Predictive Modeling (Hardcover)
by (shelved 62 times as data-science)
avg rating 4.42 — 324 ratings — published 2013
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The Book of Why: The New Science of Cause and Effect The Book of Why: The New Science of Cause and Effect (Hardcover)
by (shelved 61 times as data-science)
avg rating 3.93 — 5,479 ratings — published 2018
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Dataclysm: Who We Are (When We Think No One's Looking) Dataclysm: Who We Are (When We Think No One's Looking)
by (shelved 59 times as data-science)
avg rating 3.74 — 12,017 ratings — published 2014
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Lean Analytics: Use Data to Build a Better Startup Faster Lean Analytics: Use Data to Build a Better Startup Faster (Hardcover)
by (shelved 58 times as data-science)
avg rating 4.10 — 8,000 ratings — published 2013
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The Art of Data Science: A Guide for Anyone Who Works with Data The Art of Data Science: A Guide for Anyone Who Works with Data (ebook)
by (shelved 57 times as data-science)
avg rating 3.73 — 284 ratings — published 2015
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The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World (Hardcover)
by (shelved 56 times as data-science)
avg rating 3.75 — 6,050 ratings — published 2015
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Think Stats Think Stats (Paperback)
by (shelved 56 times as data-science)
avg rating 3.62 — 458 ratings — published 2011
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Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python (Paperback)
by (shelved 55 times as data-science)
avg rating 4.32 — 183 ratings — published
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Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists (Paperback)
by (shelved 55 times as data-science)
avg rating 4.07 — 311 ratings — published 2010
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Python Machine Learning Python Machine Learning (Paperback)
by (shelved 52 times as data-science)
avg rating 4.25 — 725 ratings — published 2015
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How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers (Paperback)
by (shelved 51 times as data-science)
avg rating 4.12 — 6,913 ratings — published 2020
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Machine Learning: A Probabilistic Perspective Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 46 times as data-science)
avg rating 4.36 — 509 ratings — published
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Truthful Art, The: Data, Charts, and Maps for Communication (Voices That Matter) Truthful Art, The: Data, Charts, and Maps for Communication (Voices That Matter)
by (shelved 41 times as data-science)
avg rating 4.27 — 394 ratings — published 2016
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Statistics Done Wrong: The Woefully Complete Guide Statistics Done Wrong: The Woefully Complete Guide (Paperback)
by (shelved 41 times as data-science)
avg rating 4.18 — 1,022 ratings — published 2013
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Numsense! Data Science for the Layman: No Math Added Numsense! Data Science for the Layman: No Math Added (Kindle Edition)
by (shelved 40 times as data-science)
avg rating 4.15 — 578 ratings — published
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The Model Thinker: What You Need to Know to Make Data Work for You The Model Thinker: What You Need to Know to Make Data Work for You (Hardcover)
by (shelved 39 times as data-science)
avg rating 3.91 — 841 ratings — published 2018
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Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit (Paperback)
by (shelved 39 times as data-science)
avg rating 4.10 — 554 ratings — published 2009
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How Not to Be Wrong: The Power of Mathematical Thinking How Not to Be Wrong: The Power of Mathematical Thinking (Hardcover)
by (shelved 38 times as data-science)
avg rating 3.95 — 19,583 ratings — published 2014
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Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think (Hardcover)
by (shelved 38 times as data-science)
avg rating 4.36 — 183,332 ratings — published 2018
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Practical Data Science with R Practical Data Science with R (Paperback)
by (shelved 37 times as data-science)
avg rating 4.17 — 99 ratings — published 2014
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“Hacking described his research interest ‘in classifications of people, in how they affect the people classified, and how the affects on the people in turn change the classifications.’ Hacking labeled the subjects of these studies ‘moving targets’ because researchers’ investigatory efforts change them in ways so ‘they are not quite the same kind of people as before.”
Kevin Guyan, Queer Data: Using Gender, Sex and Sexuality Data for Action

Kavita Ganesan
“Successful AI initiatives start with the right problems, but the right problems don’t necessarily come from your data scientists. They can come from leaders, domain experts, and innovators who sit close to the daily business challenges in your organization. Still, it takes practice to develop the vision for spotting AI opportunities...”
Kavita Ganesan, The Business Case for AI: A Leader's Guide to AI Strategies, Best Practices & Real-World Applications

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