Showing 18
books on Numerical Programming and Data Mining
.
Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
by Peter Bruce
0.9851485148514851
Popularity score
[?]
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
Python version: TH
368 pages
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
by Wes McKinney
0.9752475247524752
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
Python version: TH
550 pages
Python for Excel: A Modern Environment for Automation and Data Analysis
by Felix Zumstein
0.8955445544554456
Popularity score
[?]
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
Python version: TH
338 pages
Pandas for Everyone: Python Data Analysis
by Daniel Y. Chen
0.8712871287128713
Popularity score
[?]
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
Python version: TH
412 pages
Pandas Cookbook: Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python
by Theodore Petrou
0.8217821782178218
Popularity score
[?]
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
Python version: TH
538 pages
Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!
by Amit Saha
0.806930693069307
Popularity score
[?]
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 version: TH
264 pages
Think Stats: Exploratory Data Analysis
by Allen B. Downey
0.7871287128712872
Popularity score
[?]
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
Python version: BO
226 pages
Python Data Science Handbook: Essential Tools for Working with Data
by Jake VanderPlas
0.7801980198019802
Popularity score
[?]
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
Python version: TH
548 pages
Complex Network Analysis in Python: Recognize - Construct - Visualize - Analyze - Interpret
by Dmitry Zinoviev
0.7423267326732673
Popularity score
[?]
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
Python version: TH
262 pages
Think Bayes: Bayesian Statistics in Python
by Allen B. Downey
0.7178217821782178
Popularity score
[?]
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
Python version: TW
214 pages
Data Mining for Business Analytics: Concepts, Techniques and Applications in Python
by Galit Shmueli
0.7074257425742574
Popularity score
[?]
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
Python version: TH
608 pages
Elegant SciPy: The Art of Scientific Python
by Juan Nunez-Iglesias
0.6826732673267327
Popularity score
[?]
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 version: TH
280 pages
Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science
by Thomas W. Miller
0.6133663366336634
Popularity score
[?]
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
Python version: BO
448 pages
A Student's Guide to Python for Physical Modeling
by Jesse M. Kinder
0.5777227722772277
Popularity score
[?]
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 version: TH
168 pages
Python for Data Science For Dummies
by John Paul Mueller
0.4787128712871287
Popularity score
[?]
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
Python version: TW
432 pages
Mastering matplotlib
by Duncan M. McGreggor
0.4782178217821782
Popularity score
[?]
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
Python version: TH
314 pages
Data Visualization with Python and JavaScript: Scrape, Clean, Explore & Transform Your Data
by Kyran Dale
0.452970297029703
Popularity score
[?]
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 version: TW
592 pages
Python for Scientists
by John M. Stewart
0.4443069306930693
Popularity score
[?]
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
Python version: TW
270 pages