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Showing 23 books on Numerical Programming and Data Mining
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Book cover of Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter by Wes McKinney

Python for Data Analysis: Data Wrangling with pandas, NumPy, and Jupyter

by Wes McKinney

0.9956140350877193 2 / 228
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Ranked 2 out of 228 books in our database
1.0 5 credentials
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0.9605263157894737 51 comments
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0.9853801169590642
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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
Book cover of Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python by Peter Bruce

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

by Peter Bruce

0.9692982456140351 8 / 228
Bestseller Score [?]
Ranked 8 out of 228 books in our database
0.9766355140186915 4 credentials
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0.8092105263157895 8 comments
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0.9183814286495053
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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
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

0.7324561403508772 62 / 228
Bestseller Score [?]
Ranked 62 out of 228 books in our database
0.9626168224299065 5 credentials
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0.9057017543859649 23 comments
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0.8669249057222496
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Working scientists and data crunchers familiar with reading and writing Python code will find the second edition of this comprehensive desk reference ideal for tackling day-to-day issues: manipulat...
Published on : Jan. 31, 2023
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

0.7280701754385964 63 / 228
Bestseller Score [?]
Ranked 63 out of 228 books in our database
0.8761682242990655 3 credentials
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0.8311403508771931 10 comments
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0.8117929168716183
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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 Think Bayes: Bayesian Statistics in Python by Allen B. Downey

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.5877192982456141 95 / 228
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Ranked 95 out of 228 books in our database
0.8761682242990655 3 credentials
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0.6535087719298245 3 comments
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0.7057987648248347
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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
Book cover of Python for Excel: A Modern Environment for Automation and Data Analysis by Felix Zumstein

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

by Felix Zumstein

0.9298245614035088 17 / 228
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Ranked 17 out of 228 books in our database
0.9112149532710281 3 credentials
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0.1929824561403509 0 comments
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0.6780073236049625
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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
Book cover of Data Mining for Business Analytics: Concepts, Techniques and Applications in Python by Galit Shmueli

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

by Galit Shmueli

0.4210526315789474 133 / 228
Bestseller Score [?]
Ranked 133 out of 228 books in our database
0.8247663551401869 4 credentials
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0.5592105263157895 2 comments
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0.6016765043449745
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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
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

0.5526315789473685 103 / 228
Bestseller Score [?]
Ranked 103 out of 228 books in our database
0.5841121495327103 1 credentials
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0.6535087719298245 3 comments
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0.5967508334699677
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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 Mastering matplotlib by Duncan M. McGreggor

Mastering matplotlib

by Duncan M. McGreggor

0.06140350877192983 215 / 228
Bestseller Score [?]
Ranked 215 out of 228 books in our database
0.9345794392523366 2 credentials
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0.44298245614035087 1 comments
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0.47965513472153903
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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 Bayesian Modeling and Computation in Python by Osvaldo A. Martin

Bayesian Modeling and Computation in Python

by Osvaldo A. Martin

0.5745614035087719 98 / 228
Bestseller Score [?]
Ranked 98 out of 228 books in our database
0.3855140186915888 1 credentials
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0.44298245614035087 1 comments
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0.46768595944690383
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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
Book cover of Hands-On Data Analysis with Pandas: A Python data science handbook for data collection, wrangling, analysis, and visualization, by Stefanie Molin

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

by Stefanie Molin

0.5307017543859649 108 / 228
Bestseller Score [?]
Ranked 108 out of 228 books in our database
0.5841121495327103 1 credentials
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See 1 author credential
0.1929824561403509 0 comments
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No Reddit comments mentioned the book
0.43593212001967535
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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
Book cover of Python for Data Science: A Hands-On Introduction by Yuli Vasiliev

Python for Data Science: A Hands-On Introduction

by Yuli Vasiliev

0.6842105263157895 73 / 228
Bestseller Score [?]
Ranked 73 out of 228 books in our database
0.17056074766355142 0 credentials
Author Score [?]
No author credentials found
0.44298245614035087 1 comments
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0.4325845767065639
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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
Book cover of Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib by Robert Johansson

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

by Robert Johansson

0.6271929824561403 86 / 228
Bestseller Score [?]
Ranked 86 out of 228 books in our database
0.45327102803738323 1 credentials
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0.1929824561403509 0 comments
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No Reddit comments mentioned the book
0.42448215554462476
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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
Book cover of Data Pipelines with Apache Airflow by Bas P. Harenslak

Data Pipelines with Apache Airflow

by Bas P. Harenslak

0.42543859649122806 132 / 228
Bestseller Score [?]
Ranked 132 out of 228 books in our database
0.5841121495327103 4 credentials
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0.1929824561403509 0 comments
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0.40084440072142974
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Data Pipelines with Apache Airflow teaches you how to build and maintain effective data pipelines. You’ll explore the most common usage patterns, including aggregating multiple data sources, connec...
Published on : April 27, 2021
Python version: TH
480 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

0.2105263157894737 181 / 228
Bestseller Score [?]
Ranked 181 out of 228 books in our database
0.7570093457943925 1 credentials
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See 1 author credential
0.1929824561403509 0 comments
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No Reddit comments mentioned the book
0.386839372574739
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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 Pandas for Everyone: Python Data Analysis by Daniel Chen

Pandas for Everyone: Python Data Analysis

by Daniel Chen

0.25438596491228066 171 / 228
Bestseller Score [?]
Ranked 171 out of 228 books in our database
0.17056074766355142 0 credentials
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No author credentials found
0.6535087719298245 3 comments
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0.3594851615018855
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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
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

0.4385964912280702 129 / 228
Bestseller Score [?]
Ranked 129 out of 228 books in our database
0.3855140186915888 1 credentials
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0.1929824561403509 0 comments
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0.33903098868667
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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 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

0.19736842105263158 184 / 228
Bestseller Score [?]
Ranked 184 out of 228 books in our database
0.5841121495327103 1 credentials
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0.1929824561403509 0 comments
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0.32482100890856425
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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 Python for Data Science For Dummies by John Paul Mueller

Python for Data Science For Dummies

by John Paul Mueller

0.13596491228070173 198 / 228
Bestseller Score [?]
Ranked 198 out of 228 books in our database
0.17056074766355142 0 credentials
Author Score [?]
No author credentials found
0.6535087719298245 3 comments
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0.3200114772913592
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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 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

0.2324561403508772 176 / 228
Bestseller Score [?]
Ranked 176 out of 228 books in our database
0.3855140186915888 1 credentials
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0.1929824561403509 0 comments
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No Reddit comments mentioned the book
0.2703175383942723
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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 Data Visualization with Python and JavaScript: Scrape, Clean, Explore, and Transform Your Data by Kyran Dale

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

by Kyran Dale

0.43421052631578944 130 / 228
Bestseller Score [?]
Ranked 130 out of 228 books in our database
0.17056074766355142 0 credentials
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No author credentials found
0.1929824561403509 0 comments
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No Reddit comments mentioned the book
0.26591791003989723
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In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal toolchain for the job. By providing engaging examp...
Published on : Jan. 17, 2023
Python version: TH
566 pages
Book cover of Python for Scientists by John M. Stewart

Python for Scientists

by John M. Stewart

0.11842105263157895 202 / 228
Bestseller Score [?]
Ranked 202 out of 228 books in our database
0.17056074766355142 0 credentials
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No author credentials found
0.44298245614035087 1 comments
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0.24398808547849374
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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
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

0.20614035087719298 182 / 228
Bestseller Score [?]
Ranked 182 out of 228 books in our database
0.17056074766355142 0 credentials
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No author credentials found
0.1929824561403509 0 comments
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No Reddit comments mentioned the book
0.18989451822703177
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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