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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

0.9907834101382488 3 / 217
Bestseller Score [?]
Ranked 3 out of 217 books in our database
1.0 5 credentials
Author Score [?]
0.9654377880184332 51 comments
Audience Score [?]
0.9854070660522273
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

0.903225806451613 22 / 217
Bestseller Score [?]
Ranked 22 out of 217 books in our database
0.9658536585365853 5 credentials
Author Score [?]
0.912442396313364 22 comments
Audience Score [?]
0.9271739537671874
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

0.9631336405529954 9 / 217
Bestseller Score [?]
Ranked 9 out of 217 books in our database
0.9804878048780488 4 credentials
Author Score [?]
0.7741935483870968 6 comments
Audience Score [?]
0.9059383312727137
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

0.7557603686635944 54 / 217
Bestseller Score [?]
Ranked 54 out of 217 books in our database
0.875609756097561 3 credentials
Author Score [?]
0.815668202764977 8 comments
Audience Score [?]
0.8156794425087108
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

0.7880184331797235 47 / 217
Bestseller Score [?]
Ranked 47 out of 217 books in our database
0.875609756097561 3 credentials
Author Score [?]
0.6774193548387096 3 comments
Audience Score [?]
0.780349181371998
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

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

by Felix Zumstein

0.7926267281105992 46 / 217
Bestseller Score [?]
Ranked 46 out of 217 books in our database
0.9121951219512195 3 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.6389344722940317
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

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

by Amit Saha

0.4838709677419355 113 / 217
Bestseller Score [?]
Ranked 113 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.6774193548387096 3 comments
Audience Score [?]
0.5822187254130605
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

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

by Galit Shmueli

0.6082949308755761 86 / 217
Bestseller Score [?]
Ranked 86 out of 217 books in our database
0.8219512195121951 4 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.5474092390693491
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

Bayesian Modeling and Computation in Python

by Osvaldo A. Martin

0.6451612903225806 78 / 217
Bestseller Score [?]
Ranked 78 out of 217 books in our database
0.39268292682926825 1 credentials
Author Score [?]
0.4930875576036866 1 comments
Audience Score [?]
0.5103105915851786
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

Python for Data Science: A Hands-On Introduction

by Yuli Vasiliev

0.8525345622119817 33 / 217
Bestseller Score [?]
Ranked 33 out of 217 books in our database
0.17317073170731706 0 credentials
Author Score [?]
No author credentials found
0.4930875576036866 1 comments
Audience Score [?]
0.5062642838409951
Pythonmeter [?]
You will discover Python’s rich set of built-in data structures for basic operations, as well as its robust ecosystem of open-source libraries for data science, including NumPy, pandas, scikit-lear...
Published on : Aug. 2, 2022
Python version: TH
240 pages

Mastering matplotlib

by Duncan M. McGreggor

0.055299539170506916 206 / 217
Bestseller Score [?]
Ranked 206 out of 217 books in our database
0.9365853658536585 2 credentials
Author Score [?]
0.4930875576036866 1 comments
Audience Score [?]
0.49499082087595064
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

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

by Robert Johansson

0.6221198156682027 83 / 217
Bestseller Score [?]
Ranked 83 out of 217 books in our database
0.4560975609756098 1 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.4300663144880297
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

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

by Stefanie Molin

0.4516129032258065 120 / 217
Bestseller Score [?]
Ranked 120 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.4163201079015399
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

Pandas for Everyone: Python Data Analysis

by Daniel Chen

0.36405529953917054 139 / 217
Bestseller Score [?]
Ranked 139 out of 217 books in our database
0.17317073170731706 0 credentials
Author Score [?]
No author credentials found
0.6774193548387096 3 comments
Audience Score [?]
0.40488179536173236
Pythonmeter [?]
Pandas for Everyone, brings together practical knowledge and insight for solving real problems with Pandas, even if you’re new to Python data analysis. Daniel Y. Chen introduces key concepts throug...
Published on : Dec. 30, 2022
Python version: TH
512 pages

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

by Thomas W. Miller

0.15207373271889402 185 / 217
Bestseller Score [?]
Ranked 185 out of 217 books in our database
0.7585365853658537 1 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.3741972949683414
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

A Student's Guide to Python for Physical Modeling

by Jesse M. Kinder

0.46543778801843316 117 / 217
Bestseller Score [?]
Ranked 117 out of 217 books in our database
0.39268292682926825 1 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.35670076055599265
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

Python for Data Science For Dummies

by John Paul Mueller

0.13824884792626727 188 / 217
Bestseller Score [?]
Ranked 188 out of 217 books in our database
0.17317073170731706 0 credentials
Author Score [?]
No author credentials found
0.6774193548387096 3 comments
Audience Score [?]
0.32961297815743135
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

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

by Dmitry Zinoviev

0.3824884792626728 135 / 217
Bestseller Score [?]
Ranked 135 out of 217 books in our database
0.39268292682926825 1 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.32905099097073914
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

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

by Theodore Petrou

0.1889400921658986 177 / 217
Bestseller Score [?]
Ranked 177 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.3287625042149039
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

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

by Kyran Dale

0.5023041474654378 109 / 217
Bestseller Score [?]
Ranked 109 out of 217 books in our database
0.17317073170731706 0 credentials
Author Score [?]
No author credentials found
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.29581881533101045
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

Python for Scientists

by John M. Stewart

0.10138248847926266 196 / 217
Bestseller Score [?]
Ranked 196 out of 217 books in our database
0.17317073170731706 0 credentials
Author Score [?]
No author credentials found
0.4930875576036866 1 comments
Audience Score [?]
0.2558802592634221
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

Elegant SciPy: The Art of Scientific Python

by Juan Nunez-Iglesias

0.1935483870967742 176 / 217
Bestseller Score [?]
Ranked 176 out of 217 books in our database
0.17317073170731706 0 credentials
Author Score [?]
No author credentials found
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.19290022854145591
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