Showing 15
books on Numerical Programming and Data Mining
.
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
by Wes McKinney
0.993197278912
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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 : June 25, 2017
Python version: 3
550 pages
Python version: 3
550 pages
Think Stats: Exploratory Data Analysis
by Allen B. Downey
0.802721088435
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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: Both
226 pages
Available for free here
Python version: Both
226 pages
Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!
by Amit Saha
0.792517006803
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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 : Sept. 6, 2015
Python version: 3
264 pages
Python version: 3
264 pages
Pandas for Everyone
by Daniel Y. Chen
0.758503401361
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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: 3
416 pages
Python version: 3
416 pages
Python Data Science Handbook: Essential Tools for Working with Data
by Jake VanderPlas
0.752380952381
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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. 16, 2016
Python version: 3
672 pages
Python version: 3
672 pages
Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science (FT Press Analytics)
by Thomas W. Miller
0.701700680272
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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: Both
448 pages
Python version: Both
448 pages
Pandas Cookbook: Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python
by Theodore Petrou
0.700680272109
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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: 3
538 pages
Python version: 3
538 pages
Complex Network Analysis in Python: Recognize - Construct - Visualize - Analyze - Interpret
by Dmitry Zinoviev
0.662074829932
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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: 3
260 pages
Python version: 3
260 pages
Think Bayes: Bayesian Statistics in Python
by Allen B. Downey
0.642857142857
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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: 2
214 pages
Available for free here
Python version: 2
214 pages
Elegant SciPy: The Art of Scientific Python
by Juan Nunez-Iglesias
0.630272108844
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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 : Feb. 25, 2017
Python version: 3
250 pages
Python version: 3
250 pages
A Student's Guide to Python for Physical Modeling
by Jesse M. Kinder
0.625510204082
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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: 3
168 pages
Python version: 3
168 pages
Python for Data Science For Dummies
by John Paul Mueller
0.598299319728
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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: 2
432 pages
Python version: 2
432 pages
Data Visualization with Python and JavaScript: Scrape, Clean, Explore & Transform Your Data
by Kyran Dale
0.440476190476
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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: 2
592 pages
Python version: 2
592 pages
Python for Scientists
by John M. Stewart
0.426020408163
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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 : April 30, 2017
Python version: 2
273 pages
Python version: 2
273 pages
Mastering matplotlib
by Duncan M. McGreggor
0.395238095238
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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 4, 2015
Python version: 3
314 pages
Python version: 3
314 pages