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Data Science Books
Showing 1-50 of 5,313
Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking (Paperback)
by (shelved 250 times as data-science)
avg rating 4.12 — 2,686 ratings — published 2013
Storytelling with Data: A Data Visualization Guide for Business Professionals (Paperback)
by (shelved 227 times as data-science)
avg rating 4.38 — 8,560 ratings — published 2015
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
by (shelved 201 times as data-science)
avg rating 4.59 — 2,362 ratings — published 2013
Python for Data Analysis (Paperback)
by (shelved 198 times as data-science)
avg rating 4.17 — 2,483 ratings — published 2011
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't (Hardcover)
by (shelved 187 times as data-science)
avg rating 3.97 — 53,143 ratings — published 2012
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (Hardcover)
by (shelved 185 times as data-science)
avg rating 3.87 — 31,041 ratings — published 2016
Data Science from Scratch: First Principles with Python (ebook)
by (shelved 181 times as data-science)
avg rating 3.90 — 1,164 ratings — published 2015
The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Hardcover)
by (shelved 181 times as data-science)
avg rating 4.43 — 1,912 ratings — published 2001
Hands-On Machine Learning with Scikit-Learn and TensorFlow (ebook)
by (shelved 174 times as data-science)
avg rating 4.55 — 2,876 ratings — published 2017
Naked Statistics: Stripping the Dread from the Data (Paperback)
by (shelved 174 times as data-science)
avg rating 3.95 — 15,521 ratings — published 2012
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data (Kindle Edition)
by (shelved 135 times as data-science)
avg rating 4.53 — 1,249 ratings — published 2016
Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are (Hardcover)
by (shelved 135 times as data-science)
avg rating 3.90 — 43,248 ratings — published 2017
Python Data Science Handbook: Essential Tools for Working with Data (Paperback)
by (shelved 135 times as data-science)
avg rating 4.29 — 681 ratings — published 2016
The Art of Statistics: How to Learn from Data (Hardcover)
by (shelved 131 times as data-science)
avg rating 4.15 — 5,988 ratings — published 2019
Practical Statistics for Data Scientists: 50 Essential Concepts (Paperback)
by (shelved 128 times as data-science)
avg rating 4.02 — 553 ratings — published
Data Smart: Using Data Science to Transform Information into Insight (Paperback)
by (shelved 127 times as data-science)
avg rating 4.12 — 1,021 ratings — published 2013
Doing Data Science: Straight Talk from the Frontline (Paperback)
by (shelved 125 times as data-science)
avg rating 3.73 — 568 ratings — published 2013
The Visual Display of Quantitative Information (Hardcover)
by (shelved 114 times as data-science)
avg rating 4.39 — 8,794 ratings — published 1983
Pattern Recognition and Machine Learning (Information Science and Statistics)
by (shelved 100 times as data-science)
avg rating 4.32 — 1,923 ratings — published
Deep Learning (ebook)
by (shelved 97 times as data-science)
avg rating 4.43 — 2,173 ratings — published 2016
Invisible Women: Data Bias in a World Designed for Men (Hardcover)
by (shelved 97 times as data-science)
avg rating 4.33 — 182,939 ratings — published 2019
How to Lie with Statistics (Paperback)
by (shelved 82 times as data-science)
avg rating 3.83 — 18,642 ratings — published 1954
Algorithms to Live By: The Computer Science of Human Decisions (Hardcover)
by (shelved 76 times as data-science)
avg rating 4.12 — 36,087 ratings — published 2016
Designing Data-Intensive Applications (ebook)
by (shelved 75 times as data-science)
avg rating 4.69 — 11,290 ratings — published 2015
Introduction to Machine Learning with Python: A Guide for Data Scientists (Paperback)
by (shelved 74 times as data-science)
avg rating 4.33 — 604 ratings — published 2015
Deep Learning with Python (Paperback)
by (shelved 73 times as data-science)
avg rating 4.57 — 1,437 ratings — published 2017
The Hundred-Page Machine Learning Book (Paperback)
by (shelved 71 times as data-science)
avg rating 4.25 — 1,495 ratings — published
Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python (Paperback)
by (shelved 68 times as data-science)
avg rating 4.22 — 268 ratings — published
Superforecasting: The Art and Science of Prediction (Hardcover)
by (shelved 68 times as data-science)
avg rating 4.08 — 23,110 ratings — published 2015
Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die (Paperback)
by (shelved 65 times as data-science)
avg rating 3.66 — 2,129 ratings — published 2013
The Book of Why: The New Science of Cause and Effect (Hardcover)
by (shelved 65 times as data-science)
avg rating 3.93 — 6,828 ratings — published 2018
Big Data: A Revolution That Will Transform How We Live, Work, and Think (Hardcover)
by (shelved 64 times as data-science)
avg rating 3.69 — 8,699 ratings — published 2013
Applied Predictive Modeling (Hardcover)
by (shelved 61 times as data-science)
avg rating 4.40 — 344 ratings — published 2013
How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers (Paperback)
by (shelved 60 times as data-science)
avg rating 4.11 — 8,589 ratings — published 2020
The Art of Data Science: A Guide for Anyone Who Works with Data (ebook)
by (shelved 60 times as data-science)
avg rating 3.70 — 301 ratings — published 2015
Lean Analytics: Use Data to Build a Better Startup Faster (Hardcover)
by (shelved 58 times as data-science)
avg rating 4.10 — 8,258 ratings — published 2013
Dataclysm: Who We Are (When We Think No One's Looking)
by (shelved 56 times as data-science)
avg rating 3.73 — 12,539 ratings — published 2014
Think Stats (Paperback)
by (shelved 56 times as data-science)
avg rating 3.65 — 470 ratings — published 2011
Python Machine Learning (Paperback)
by (shelved 54 times as data-science)
avg rating 4.24 — 758 ratings — published 2015
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World (Hardcover)
by (shelved 49 times as data-science)
avg rating 3.73 — 6,561 ratings — published 2015
Machine Learning: A Probabilistic Perspective (Hardcover)
by (shelved 48 times as data-science)
avg rating 4.35 — 524 ratings — published
Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists (Paperback)
by (shelved 45 times as data-science)
avg rating 4.07 — 313 ratings — published 2010
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Paperback)
by (shelved 43 times as data-science)
avg rating 4.43 — 1,187 ratings — published 2022
Forecasting: principles and practice (Paperback)
by (shelved 43 times as data-science)
avg rating 4.39 — 320 ratings — published 2013
Mathematics for Machine Learning: 1st Edition (Kindle Edition)
by (shelved 41 times as data-science)
avg rating 4.32 — 276 ratings — published
Factfulness: Ten Reasons We're Wrong About the World – and Why Things Are Better Than You Think (Hardcover)
by (shelved 41 times as data-science)
avg rating 4.35 — 207,156 ratings — published 2018
Statistics Done Wrong: The Woefully Complete Guide (Paperback)
by (shelved 41 times as data-science)
avg rating 4.19 — 1,105 ratings — published 2013
Bayesian Data Analysis (Hardcover)
by (shelved 41 times as data-science)
avg rating 4.21 — 544 ratings — published 1995
Numsense! Data Science for the Layman: No Math Added (Kindle Edition)
by (shelved 40 times as data-science)
avg rating 4.14 — 626 ratings — published
Artificial Intelligence: A Modern Approach (Hardcover)
by (shelved 39 times as data-science)
avg rating 4.21 — 4,496 ratings — published 1994
“Should an organization find a data scientist to point out its shortcomings, follow them as you would a guide to hidden riches.”
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“Data is a form of capital. And as is the case with all capital - it has to be efficient utilized.”
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