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Showing 22 books on Numerical Programming and Data Mining
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Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter

by Wes McKinney

0.9751243781094527 6 / 201
Bestseller Score [?]
Ranked 6 out of 201 books in our database
1.0 5 credentials
Author Score [?]
0.9676616915422886 51 comments
Audience Score [?]
0.9809286898839137
Pythonmeter [?]
Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with...
Published on : Sept. 20, 2022
Python version: TH
579 pages

Python Data Science Handbook: Essential Tools for Working with Data

by Jake VanderPlas

0.8706467661691542 27 / 201
Bestseller Score [?]
Ranked 27 out of 201 books in our database
0.9629629629629629 5 credentials
Author Score [?]
0.9154228855721394 22 comments
Audience Score [?]
0.9163442049014187
Pythonmeter [?]
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

Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python

by Peter Bruce

0.9800995024875622 5 / 201
Bestseller Score [?]
Ranked 5 out of 201 books in our database
0.9788359788359788 4 credentials
Author Score [?]
0.7810945273631841 6 comments
Audience Score [?]
0.9133433362289084
Pythonmeter [?]
Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspe...
Published on : June 2, 2020
Python version: TH
368 pages

Think Stats: Exploratory Data Analysis

by Allen B. Downey

0.736318407960199 54 / 201
Bestseller Score [?]
Ranked 54 out of 201 books in our database
0.873015873015873 3 credentials
Author Score [?]
0.8159203980099502 8 comments
Audience Score [?]
0.8084182263286741
Pythonmeter [?]
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

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.7711442786069652 47 / 201
Bestseller Score [?]
Ranked 47 out of 201 books in our database
0.873015873015873 3 credentials
Author Score [?]
0.6741293532338308 3 comments
Audience Score [?]
0.7727631682855564
Pythonmeter [?]
If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discr...
Published on : June 8, 2021
Python version: TH
338 pages

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

by Amit Saha

0.7611940298507462 49 / 201
Bestseller Score [?]
Ranked 49 out of 201 books in our database
0.5952380952380952 1 credentials
Author Score [?]
0.6741293532338308 3 comments
Audience Score [?]
0.6768538261075574
Pythonmeter [?]
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

Python for Excel: A Modern Environment for Automation and Data Analysis

by Felix Zumstein

0.8457711442786069 32 / 201
Bestseller Score [?]
Ranked 32 out of 201 books in our database
0.9047619047619048 3 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.6515043828476664
Pythonmeter [?]
While Excel remains ubiquitous in the business world, recent Microsoft feedback forums are full of requests to include Python as an Excel scripting language. In fact, it's the top feature requested...
Published on : March 30, 2021
Python version: TH
338 pages

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.31840796019900497 138 / 201
Bestseller Score [?]
Ranked 138 out of 201 books in our database
0.873015873015873 3 credentials
Author Score [?]
0.6741293532338308 3 comments
Audience Score [?]
0.6218510621495695
Pythonmeter [?]
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

Bayesian Modeling and Computation in Python

by Osvaldo A. Martin

0.691542288557214 63 / 201
Bestseller Score [?]
Ranked 63 out of 201 books in our database
0.4074074074074074 1 credentials
Author Score [?]
0.4776119402985075 1 comments
Audience Score [?]
0.525520545421043
Pythonmeter [?]
Bayesian Modeling and Computation in Python aims to help beginner Bayesian practitioners to become intermediate modelers. It uses a hands on approach with PyMC3, Tensorflow Probability, ArviZ and o...
Published on : Dec. 29, 2021
Python version: TH
422 pages

Pandas for Everyone: Python Data Analysis

by Daniel Y. Chen

0.6417910447761195 73 / 201
Bestseller Score [?]
Ranked 73 out of 201 books in our database
0.18253968253968253 0 credentials
Author Score [?]
No author credentials found
0.6741293532338308 3 comments
Audience Score [?]
0.4994866935165443
Pythonmeter [?]
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

Data Mining for Business Analytics: Concepts, Techniques and Applications in Python

by Galit Shmueli

0.4427860696517413 113 / 201
Bestseller Score [?]
Ranked 113 out of 201 books in our database
0.8227513227513228 4 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.4898391639685172
Pythonmeter [?]
This is the sixth version of this successful text, and the first using Python. It covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension re...
Published on : Nov. 5, 2019
Python version: TH
608 pages

Mastering matplotlib

by Duncan M. McGreggor

0.05970149253731344 190 / 201
Bestseller Score [?]
Ranked 190 out of 201 books in our database
0.9312169312169313 2 credentials
Author Score [?]
0.4776119402985075 1 comments
Audience Score [?]
0.4895101213509174
Pythonmeter [?]
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

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

by Thomas W. Miller

0.48756218905472637 104 / 201
Bestseller Score [?]
Ranked 104 out of 201 books in our database
0.7645502645502645 1 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.48536418436915946
Pythonmeter [?]
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

Hands-On Data Analysis with Pandas: A Python data science handbook for data collection, wrangling, analysis, and visualization,

by Stefanie Molin

0.6218905472636816 77 / 201
Bestseller Score [?]
Ranked 77 out of 201 books in our database
0.5952380952380952 1 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.4737029140014215
Pythonmeter [?]
Data analysis has become an essential skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will ...
Published on : April 29, 2021
Python version: TH
788 pages

Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib

by Robert Johansson

0.7313432835820897 55 / 201
Bestseller Score [?]
Ranked 55 out of 201 books in our database
0.4682539682539682 1 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.4678591171128485
Pythonmeter [?]
Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully ...
Published on : Dec. 25, 2018
Python version: TH
700 pages

Python for Data Science For Dummies

by John Paul Mueller

0.20398009950248755 161 / 201
Bestseller Score [?]
Ranked 161 out of 201 books in our database
0.18253968253968253 0 credentials
Author Score [?]
No author credentials found
0.6741293532338308 3 comments
Audience Score [?]
0.35354971175866695
Pythonmeter [?]
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

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

by Theodore Petrou

0.2537313432835821 151 / 201
Bestseller Score [?]
Ranked 151 out of 201 books in our database
0.5952380952380952 1 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.3509831793413883
Pythonmeter [?]
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

A Student's Guide to Python for Physical Modeling

by Jesse M. Kinder

0.38308457711442784 125 / 201
Bestseller Score [?]
Ranked 125 out of 201 books in our database
0.4074074074074074 1 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.33149069467477427
Pythonmeter [?]
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

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

by Dmitry Zinoviev

0.33333333333333337 135 / 201
Bestseller Score [?]
Ranked 135 out of 201 books in our database
0.4074074074074074 1 credentials
Author Score [?]
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.3149069467477427
Pythonmeter [?]
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

Elegant SciPy: The Art of Scientific Python

by Juan Nunez-Iglesias

0.4129353233830846 119 / 201
Bestseller Score [?]
Ranked 119 out of 201 books in our database
0.18253968253968253 0 credentials
Author Score [?]
No author credentials found
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.26648503514175154
Pythonmeter [?]
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

Python for Scientists

by John M. Stewart

0.12437810945273632 177 / 201
Bestseller Score [?]
Ranked 177 out of 201 books in our database
0.18253968253968253 0 credentials
Author Score [?]
No author credentials found
0.4776119402985075 1 comments
Audience Score [?]
0.2615099107636421
Pythonmeter [?]
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

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

by Kyran Dale

0.2736318407960199 147 / 201
Bestseller Score [?]
Ranked 147 out of 201 books in our database
0.18253968253968253 0 credentials
Author Score [?]
No author credentials found
0.20398009950248755 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.22005054094606333
Pythonmeter [?]
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