Discover new books on Goodreads
Meet your next favorite book
Sign in with Facebook
I have made this list to help me explore and excel in the interesting field of Data Science and Analytics.
This list covers introductory yet comprehensive books on various topics in the field of Data Science including but not limited to: statistics, data analysis, data mining, machine learning, predictive analytics, big data, map reduce, statistical programming using R and Python.
This list covers introductory yet comprehensive books on various topics in the field of Data Science including but not limited to: statistics, data analysis, data mining, machine learning, predictive analytics, big data, map reduce, statistical programming using R and Python.
Score
A book’s total score is based on multiple factors, including the number of people who have voted for it and how highly those voters ranked the book.
| 99 |
|
Competing on Analytics: The New Science of Winning; With a New Introduction
by
3.69 avg rating — 1,599 ratings
score: 96,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 102 |
|
Data Mining: Practical Machine Learning Tools and Techniques
by
3.90 avg rating — 786 ratings
score: 95,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 102 |
|
Forecasting: principles and practice
by
Rob J. Hyndman (Goodreads Author)
4.38 avg rating — 313 ratings
score: 95,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 104 |
|
Programming Collective Intelligence: Building Smart Web 2.0 Applications
by
4.08 avg rating — 1,459 ratings
score: 94,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 105 |
|
Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis (Springer Series in Statistics)
by
4.45 avg rating — 31 ratings
score: 91,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 106 |
|
Visualizing Data
by
3.97 avg rating — 93 ratings
score: 90,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 106 |
|
Programming Perl
by
4.06 avg rating — 2,301 ratings
score: 90,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 108 |
|
Learning Python
by
4.01 avg rating — 3,198 ratings
score: 89,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 109 |
|
Hadoop: The Definitive Guide
by
Tom White (Goodreads Author)
3.94 avg rating — 1,013 ratings
score: 88,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 109 |
|
Introduction to Regression Modeling (with CD-ROM)
by
3.20 avg rating — 5 ratings
score: 88,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 109 |
|
Learning Perl
by
3.99 avg rating — 1,859 ratings
score: 88,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 112 |
|
Big data @ work : dispelling the myths, uncovering the opportunities
by
3.58 avg rating — 437 ratings
score: 87,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 112 |
|
Head First HTML5 Programming
by
4.03 avg rating — 411 ratings
score: 87,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 114 |
|
The Art of UNIX Programming
by
4.18 avg rating — 1,266 ratings
score: 86,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 114 |
|
Credit Scoring, Response Modeling, and Insurance Rating: A Practical Guide to Forecasting Consumer Behavior
by
Steven Finlay (Goodreads Author)
really liked it 4.00 avg rating — 5 ratings
score: 86,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 116 |
|
JavaScript Demystified
by
3.52 avg rating — 29 ratings
score: 85,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 117 |
|
Head First JavaScript Programming: A Brain-Friendly Guide
by
4.24 avg rating — 499 ratings
score: 84,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 118 |
|
Elementary Statistics: Picturing the World
by
3.38 avg rating — 203 ratings
score: 83,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 118 |
|
The Essential Guide to Effect Sizes: Statistical Power, Meta-Analysis, and the Interpretation of Research Results
by
4.40 avg rating — 81 ratings
score: 83,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 118 |
|
97 Things Every Programmer Should Know: Collective Wisdom from the Experts
by
Kevlin Henney (Editor)
3.63 avg rating — 1,982 ratings
score: 83,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 121 |
|
Sams Teach Yourself Java in 24 Hours
by
Rogers Cadenhead (Goodreads Author)
3.68 avg rating — 101 ratings
score: 82,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 122 |
|
C++ Demystified
by
3.67 avg rating — 18 ratings
score: 81,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 123 |
|
Data-Driven Marketing: The 15 Metrics Everyone in Marketing Should Know
by
3.91 avg rating — 881 ratings
score: 80,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 123 |
|
ExamCram CCENT Exam Cram: Exam 640-822
by
3.40 avg rating — 5 ratings
score: 80,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 125 |
|
Information is Beautiful
by
4.12 avg rating — 3,536 ratings
score: 79,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 125 |
|
Exam Cram CCNA: Exam 640-802
by
4.04 avg rating — 23 ratings
score: 79,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 127 |
|
Exploratory Social Network Analysis with Pajek (Structural Analysis in the Social Sciences Book 27)
by
3.69 avg rating — 13 ratings
score: 78,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 128 |
|
Marketing Metrics: The Definitive Guide to Measuring Marketing Performance
by
3.67 avg rating — 245 ratings
score: 77,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 128 |
|
Joe Celko's Analytics and OLAP in SQL (The Morgan Kaufmann Series in Data Management Systems)
by
3.58 avg rating — 19 ratings
score: 77,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 130 |
|
Joe Celko's Trees and Hierarchies in SQL for Smarties, (The Morgan Kaufmann Series in Data Management Systems)
by
3.93 avg rating — 94 ratings
score: 76,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 131 |
|
ggplot2: Elegant Graphics for Data Analysis
by
Hadley Wickham (Goodreads Author)
4.34 avg rating — 362 ratings
score: 75,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 132 |
|
Knowledge is Beautiful
by
4.18 avg rating — 943 ratings
score: 74,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
| 133 |
|
Joe Celko's SQL for Smarties: Advanced SQL Programming Third Edition (The Morgan Kaufmann Series in Data Management Systems)
by
3.96 avg rating — 201 ratings
score: 73,
and
1 person voted
|
Error rating book. Refresh and try again.
Rate this book
Clear rating
|
133 books ·
121 voters ·
list created February 28th, 2013
by Brijesh Bolar (votes) .
Tags:
big-data, data-analytics, data-mining, data-science, hadoop, machine-learning, python, r, statistics
Comments Showing 1-5 of 5 (5 new)
date
newest »
newest »
message 1:
by
Adrian
(new)
Jan 27, 2017 01:43AM
Thanks for the list!
reply
|
flag
I have no training in the field, but am just a curious person who wants to avoid the overly simplistic bestsellers. Does anyone have any *very best* recommendations for me? Also, I'm thinking I should probably choose among the newest books, do you agree?
That makes sense. Ok, so:How about a 'very good introduction to some of the concepts' - ?
Cheryl wrote: "That makes sense. Ok, so:How about a 'very good introduction to some of the concepts' - ?"
'Dataclysm' is the place to start! It is really interesting and gives insight into a fantastic data science case study. I think 'The Functional Art' is kind of industry specific, but also does a great job at explaining how and why we do this.
Anyone can add books to this list.
How to Vote
To vote on existing books from the list, beside each book there is a link vote for this book clicking it will add that book to your votes.
To vote on books not in the list or books you couldn't find in the list, you can click on the tab add books to this list and then choose from your books, or simply search.
