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Showing 15 books on Numerical Programming and Data Mining
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Book cover of Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython by Wes McKinney

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

by Wes McKinney

0.987012987012987
Popularity score [?]
Looking for complete instructions on manipulating, processing, cleaning, and crunching structured data in Python? The second edition of this hands-on guide—updated for Python 3.5 and Pandas 1.0—is ...
Published on : Oct. 20, 2017
Python version: TH
550 pages
Book cover of Think Stats: Exploratory Data Analysis by Allen B. Downey

Think Stats: Exploratory Data Analysis

by Allen B. Downey

0.8766233766233766
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If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis compu...
Published on : Oct. 27, 2014
Python version: BO
226 pages
Available for free here
Book cover of Pandas for Everyone: Python Data Analysis by Daniel Y. Chen

Pandas for Everyone: Python Data Analysis

by Daniel Y. Chen

0.8506493506493507
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Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any...
Published on : Jan. 5, 2018
Python version: TH
412 pages
Book cover of Pandas Cookbook: Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python by Theodore Petrou

Pandas Cookbook: Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python

by Theodore Petrou

0.8311688311688312
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This book will provide you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas. Some recipes focus on achieving a deeper understanding of b...
Published on : Oct. 23, 2017
Python version: TH
538 pages
Book cover of Complex Network Analysis in Python: Recognize - Construct - Visualize - Analyze - Interpret by Dmitry Zinoviev

Complex Network Analysis in Python: Recognize - Construct - Visualize - Analyze - Interpret

by Dmitry Zinoviev

0.7931818181818182
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Construct, analyze, and visualize networks with networkx, a Python language module. Network analysis is a powerful tool you can apply to a multitude of datasets and situations. Discover how to work...
Published on : Jan. 29, 2018
Python version: TH
262 pages
Book cover of Python Data Science Handbook: Essential Tools for Working with Data by Jake VanderPlas

Python Data Science Handbook: Essential Tools for Working with Data

by Jake VanderPlas

0.7805194805194805
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The Python Data Science Handbook provides a reference to the breadth of computational and statistical methods that are central to data-intensive science, research, and discovery. People with a prog...
Published on : Dec. 10, 2016
Python version: TH
548 pages
Book cover of Think Bayes: Bayesian Statistics in Python by Allen B. Downey

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.7792207792207793
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If you know how to program with Python and also know a little about probability, you’re ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Pyth...
Published on : Oct. 4, 2013
Python version: TW
214 pages
Available for free here
Book cover of Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More! by Amit Saha

Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!

by Amit Saha

0.7662337662337662
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Doing Math with Python shows you how to use Python to delve into high school—level math topics like statistics, geometry, probability, and calculus. You'll start with simple projects, like a factor...
Published on : Aug. 1, 2015
Python version: TH
264 pages
Book cover of Elegant SciPy: The Art of Scientific Python by Juan Nunez-Iglesias

Elegant SciPy: The Art of Scientific Python

by Juan Nunez-Iglesias

0.7551948051948052
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Welcome to Scientific Python and its community! With this practical book, you'll learn the fundamental parts of SciPy and related libraries, and get a taste of beautiful, easy-to-read code that you...
Published on : Aug. 31, 2017
Python version: TH
280 pages
Book cover of Data Visualization with Python and JavaScript: Scrape, Clean, Explore & Transform Your Data by Kyran Dale

Data Visualization with Python and JavaScript: Scrape, Clean, Explore & Transform Your Data

by Kyran Dale

0.6331168831168832
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Learn how to turn raw data into rich, interactive web visualizations with the powerful combination of Python and JavaScript. With this hands-on guide, author Kyran Dale teaches you how build a basi...
Published on : July 22, 2016
Python version: TW
592 pages
Book cover of A Student's Guide to Python for Physical Modeling by Jesse M. Kinder

A Student's Guide to Python for Physical Modeling

by Jesse M. Kinder

0.6097402597402597
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Python is a computer programming language that is rapidly gaining popularity throughout the sciences. This fully updated edition of A Student's Guide to Python for Physical Modeling aims to help yo...
Published on : Jan. 30, 2018
Python version: TH
168 pages
Book cover of Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science by Thomas W. Miller

Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science

by Thomas W. Miller

0.6058441558441559
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This one-of-a-kind book will help you use predictive analytics, Python, and R to solve real business problems and drive real competitive advantage. You’ll master predictive analytics through realis...
Published on : Oct. 11, 2014
Python version: BO
448 pages
Book cover of Mastering matplotlib by Duncan M. McGreggor

Mastering matplotlib

by Duncan M. McGreggor

0.5532467532467532
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If you are a scientist, programmer, software engineer, or student who has working knowledge of matplotlib and now want to extend your usage of matplotlib to plot complex graphs and charts and handl...
Published on : June 29, 2015
Python version: TH
314 pages
Book cover of Python for Data Science For Dummies by John Paul Mueller

Python for Data Science For Dummies

by John Paul Mueller

0.5253246753246753
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Python is the preferred programming language for data scientists and combines the best features of Matlab, Mathematica, and R into libraries specific to data analysis and visualization. Python for ...
Published on : July 7, 2015
Python version: TW
432 pages
Book cover of Python for Scientists by John M. Stewart

Python for Scientists

by John M. Stewart

0.400974025974026
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Scientific Python is a significant public domain alternative to expensive proprietary software packages. This book teaches from scratch everything the working scientist needs to know using copious,...
Published on : Aug. 21, 2017
Python version: TW
270 pages