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Showing 30 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

0.9961685823754789 2 / 261
Bestseller Score [?]
Ranked 2 out of 261 books in our database
1.0 5 credentials
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See 5 author credentials
0.9731800766283524 69 comments
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0.9897828863346104
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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

0.9501915708812261 14 / 261
Bestseller Score [?]
Ranked 14 out of 261 books in our database
0.9791666666666667 4 credentials
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See 4 author credentials
0.8256704980842912 8 comments
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0.9183429118773946
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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

0.8505747126436782 40 / 261
Bestseller Score [?]
Ranked 40 out of 261 books in our database
0.9666666666666667 5 credentials
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0.917624521072797 23 comments
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0.9116219667943807
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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 Bayes: Bayesian Statistics in Python by Allen B. Downey

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.8275862068965517 46 / 261
Bestseller Score [?]
Ranked 46 out of 261 books in our database
0.8875 3 credentials
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0.735632183908046 4 comments
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0.8169061302681992
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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 Think Stats: Exploratory Data Analysis by Allen B. Downey

Think Stats: Exploratory Data Analysis

by Allen B. Downey

0.4865900383141762 135 / 261
Bestseller Score [?]
Ranked 135 out of 261 books in our database
0.8875 3 credentials
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0.8505747126436782 10 comments
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0.7415549169859514
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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 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

0.7586206896551724 64 / 261
Bestseller Score [?]
Ranked 64 out of 261 books in our database
0.8375 4 credentials
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0.599616858237548 2 comments
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0.7319125159642401
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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 Modeling and Simulation in Python: An Introduction for Scientists and Engineers by Allen B. Downey

Modeling and Simulation in Python: An Introduction for Scientists and Engineers

by Allen B. Downey

0.9310344827586207 19 / 261
Bestseller Score [?]
Ranked 19 out of 261 books in our database
0.8875 3 credentials
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See 3 author credentials
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.6802522349936143
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Readers are guided through modeling things like world population growth, infectious disease, bungee jumping, baseball flight trajectories, celestial mechanics, and more while simultaneously develop...
Published on : May 30, 2023
Python version: TH
280 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

0.8429118773946359 42 / 261
Bestseller Score [?]
Ranked 42 out of 261 books in our database
0.9208333333333333 3 credentials
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0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.6619891443167304
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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 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

0.7088122605363985 77 / 261
Bestseller Score [?]
Ranked 77 out of 261 books in our database
0.5854166666666667 1 credentials
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0.6839080459770115 3 comments
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0.6593789910600255
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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 Causal Inference in Python: Applying Causal Inference in the Tech Industry by Matheus Facure

Causal Inference in Python: Applying Causal Inference in the Tech Industry

by Matheus Facure

0.8544061302681992 39 / 261
Bestseller Score [?]
Ranked 39 out of 261 books in our database
0.5854166666666667 1 credentials
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See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.5540150063856961
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In this book, author Matheus Facure, explains the largely untapped potential of causal inference for estimating impacts and effects. Managers, data scientists, and business analysts will learn clas...
Published on : Sept. 12, 2023
Python version: TH
406 pages
Book cover of Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries by Lee Vaughan

Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries

by Lee Vaughan

0.8352490421455938 44 / 261
Bestseller Score [?]
Ranked 44 out of 261 books in our database
0.5854166666666667 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.5476293103448276
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Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You...
Published on : Jan. 17, 2023
Python version: TH
744 pages
Book cover of Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more by Aleksander Molak

Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

by Aleksander Molak

0.9770114942528736 7 / 261
Bestseller Score [?]
Ranked 7 out of 261 books in our database
0.375 2 credentials
Author Score [?]
See 2 author credentials
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.5247445721583652
Pythonmeter [?]
Causal methods present unique challenges compared to traditional machine learning and statistics. Learning causality can be challenging, but it offers distinct advantages that elude a purely statis...
Published on : May 31, 2023
Python version: TH
456 pages
Book cover of Mastering matplotlib by Duncan M. McGreggor

Mastering matplotlib

by Duncan M. McGreggor

0.04980842911877395 249 / 261
Bestseller Score [?]
Ranked 249 out of 261 books in our database
0.9416666666666668 2 credentials
Author Score [?]
See 2 author credentials
0.49616858237547895 1 comments
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See 1 Reddit comment mentioning the book
0.4958812260536399
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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 An Introduction to Statistical Learning: with Applications in Python by Gareth James

An Introduction to Statistical Learning: with Applications in Python

by Gareth James

0.7969348659003832 54 / 261
Bestseller Score [?]
Ranked 54 out of 261 books in our database
0.4625 2 credentials
Author Score [?]
See 2 author credentials
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.49388569604086846
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This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage a...
Published on : Sept. 8, 2023
Python version: UA
619 pages
Book cover of Pandas for Everyone: Python Data Analysis by Daniel Chen

Pandas for Everyone: Python Data Analysis

by Daniel Chen

0.578544061302682 111 / 261
Bestseller Score [?]
Ranked 111 out of 261 books in our database
0.16041666666666668 0 credentials
Author Score [?]
No author credentials found
0.6839080459770115 3 comments
Audience Score [?]
See 3 Reddit comments mentioning the book
0.4742895913154534
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
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

0.7394636015325671 69 / 261
Bestseller Score [?]
Ranked 69 out of 261 books in our database
0.45 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.4705619412515964
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
Book cover of Python for Data Science For Dummies by John Paul Mueller

Python for Data Science For Dummies

by John Paul Mueller

0.5172413793103449 127 / 261
Bestseller Score [?]
Ranked 127 out of 261 books in our database
0.16041666666666668 0 credentials
Author Score [?]
No author credentials found
0.6839080459770115 3 comments
Audience Score [?]
See 3 Reddit comments mentioning the book
0.4538553639846743
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
Book cover of Data Pipelines with Apache Airflow by Bas P. Harenslak

Data Pipelines with Apache Airflow

by Bas P. Harenslak

0.47509578544061304 138 / 261
Bestseller Score [?]
Ranked 138 out of 261 books in our database
0.5854166666666667 4 credentials
Author Score [?]
See 4 author credentials
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.4275782247765007
Pythonmeter [?]
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 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

0.47126436781609193 139 / 261
Bestseller Score [?]
Ranked 139 out of 261 books in our database
0.5854166666666667 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.42630108556832697
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
Book cover of Bayesian Modeling and Computation in Python by Osvaldo A. Martin

Bayesian Modeling and Computation in Python

by Osvaldo A. Martin

0.29118773946360155 186 / 261
Bestseller Score [?]
Ranked 186 out of 261 books in our database
0.375 1 credentials
Author Score [?]
See 1 author credential
0.49616858237547895 1 comments
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0.3874521072796935
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
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

0.49808429118773945 132 / 261
Bestseller Score [?]
Ranked 132 out of 261 books in our database
0.16041666666666668 0 credentials
Author Score [?]
No author credentials found
0.49616858237547895 1 comments
Audience Score [?]
See 1 Reddit comment mentioning the book
0.384889846743295
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
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

0.14559386973180077 224 / 261
Bestseller Score [?]
Ranked 224 out of 261 books in our database
0.7708333333333333 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.37954980842911873
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
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

0.20689655172413793 208 / 261
Bestseller Score [?]
Ranked 208 out of 261 books in our database
0.5854166666666667 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.3381784802043423
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
Book cover of Geometry for Programmers by Oleksandr Kaleniuk

Geometry for Programmers

by Oleksandr Kaleniuk

0.41379310344827586 154 / 261
Bestseller Score [?]
Ranked 154 out of 261 books in our database
0.375 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.3370051085568327
Pythonmeter [?]
Geometry for Programmers guides you through the math behind graphics and modeling tools. It’s full of practical examples and clear explanations that make sense even if you don’t have a background i...
Published on : May 23, 2023
Python version: TH
440 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

0.3371647509578544 174 / 261
Bestseller Score [?]
Ranked 174 out of 261 books in our database
0.375 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.31146232439335886
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
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

0.27586206896551724 190 / 261
Bestseller Score [?]
Ranked 190 out of 261 books in our database
0.375 1 credentials
Author Score [?]
See 1 author credential
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.2910280970625798
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
Book cover of Geographic Data Science with Python by Sergio Rey

Geographic Data Science with Python

by Sergio Rey

0.10344827586206896 235 / 261
Bestseller Score [?]
Ranked 235 out of 261 books in our database
0.4666666666666666 2 credentials
Author Score [?]
See 2 author credentials
0.2222222222222222 0 comments
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No Reddit comments mentioned the book
0.2641123882503193
Pythonmeter [?]
This book provides the tools, the methods, and the theory to meet the challenges of contemporary data science applied to geographic problems and data. In the new world of pervasive, large, frequent...
Published on : June 14, 2023
Python version: TH
410 pages
Available for free here
Book cover of Python for Scientists by John M. Stewart

Python for Scientists

by John M. Stewart

0.11877394636015326 231 / 261
Bestseller Score [?]
Ranked 231 out of 261 books in our database
0.16041666666666668 0 credentials
Author Score [?]
No author credentials found
0.49616858237547895 1 comments
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See 1 Reddit comment mentioning the book
0.25845306513409966
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
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

0.3103448275862069 181 / 261
Bestseller Score [?]
Ranked 181 out of 261 books in our database
0.16041666666666668 0 credentials
Author Score [?]
No author credentials found
0.2222222222222222 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.23099457215836527
Pythonmeter [?]
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 Elegant SciPy: The Art of Scientific Python by Juan Nunez-Iglesias

Elegant SciPy: The Art of Scientific Python

by Juan Nunez-Iglesias

0.18007662835249044 215 / 261
Bestseller Score [?]
Ranked 215 out of 261 books in our database
0.16041666666666668 0 credentials
Author Score [?]
No author credentials found
0.2222222222222222 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.1875718390804598
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