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Showing 30 topical books
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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

Deep Learning with Python

by Francois Chollet

0.9447004608294931 13 / 217
Bestseller Score [?]
Ranked 13 out of 217 books in our database
0.9658536585365853 2 credentials
Author Score [?]
0.9539170506912442 46 comments
Audience Score [?]
0.9548237233524409
Pythonmeter [?]
In Deep Learning with Python, Second Edition you will learn: Deep learning from first principles Image classification and image segmentation Timeseries forecasting Text classi...
Published on : Dec. 21, 2021
Python version: TH
504 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

Data Science from Scratch: First Principles with Python

by Joel Grus

0.9493087557603687 12 / 217
Bestseller Score [?]
Ranked 12 out of 217 books in our database
0.7951219512195122 2 credentials
Author Score [?]
0.9331797235023042 26 comments
Audience Score [?]
0.8925368101607284
Pythonmeter [?]
To really learn data science, you should not only master the tools—data science libraries, frameworks, modules, and toolkits—but also understand the ideas and principles underlying them. Updated fo...
Published on : May 16, 2019
Python version: TH
406 pages

Django for Beginners: Build Websites with Python and Django

by William S. Vincent

0.7972350230414746 45 / 217
Bestseller Score [?]
Ranked 45 out of 217 books in our database
0.7951219512195122 2 credentials
Author Score [?]
0.9723502304147464 53 comments
Audience Score [?]
0.8549024015585779
Pythonmeter [?]
Django for Beginners is a project-based introduction to Django, the popular Python-based web framework. Suitable for total beginners who have never built a website before as well as professional pr...
Published on : Aug. 10, 2020
Python version: TH
292 pages

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2

by Sebastian Raschka

0.8479262672811061 34 / 217
Bestseller Score [?]
Ranked 34 out of 217 books in our database
0.8146341463414635 2 credentials
Author Score [?]
0.8525345622119817 15 comments
Audience Score [?]
0.8383649919448505
Pythonmeter [?]
Winner of the ACM Best of Computing award in 2016 and now in its third edition, this is one of the most popular books for Machine Learning. It covers everything under the sun - Classical Supervised...
Published on : Dec. 12, 2019
Python version: TH
770 pages

Grokking Algorithms: An illustrated guide for programmers and other curious people

by Aditya Bhargava

0.9585253456221199 10 / 217
Bestseller Score [?]
Ranked 10 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.9654377880184332 51 comments
Audience Score [?]
0.8364429957663632
Pythonmeter [?]
Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting an...
Published on : May 30, 2016
Python version: TW
256 pages

Django for APIs: Build web APIs with Python and Django

by William S Vincent

0.7511520737327189 55 / 217
Bestseller Score [?]
Ranked 55 out of 217 books in our database
0.7951219512195122 2 credentials
Author Score [?]
0.9262672811059908 25 comments
Audience Score [?]
0.8241804353527407
Pythonmeter [?]
Django for APIs is a project-based guide to building modern web APIs with Django & Django REST Framework. It is suitable for beginners who have never built an API before as well as professional pro...
Published on : Aug. 10, 2020
Python version: TH
160 pages

Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition

by Stefan Jansen

0.8571428571428571 32 / 217
Bestseller Score [?]
Ranked 32 out of 217 books in our database
0.7951219512195122 2 credentials
Author Score [?]
0.815668202764977 8 comments
Audience Score [?]
0.8226443370424487
Pythonmeter [?]
This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by usin...
Published on : July 31, 2020
Python version: TH
820 pages

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

by Aurélien Géron

0.9861751152073732 4 / 217
Bestseller Score [?]
Ranked 4 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.8824884792626727 18 comments
Audience Score [?]
0.8180098160428608
Pythonmeter [?]
With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exe...
Published on : Nov. 15, 2022
Python version: TH
850 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

Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD

by Jeremy Howard

0.912442396313364 20 / 217
Bestseller Score [?]
Ranked 20 out of 217 books in our database
0.9853658536585366 10 credentials
Author Score [?]
0.4930875576036866 1 comments
Audience Score [?]
0.7969652691918624
Pythonmeter [?]
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive result...
Published on : Aug. 11, 2020
Python version: TH
624 pages

Machine Learning with PyTorch and Scikit-Learn: Develop machine learning and deep learning models with Python

by Sebastian Raschka

0.967741935483871 8 / 217
Bestseller Score [?]
Ranked 8 out of 217 books in our database
0.8146341463414635 2 credentials
Author Score [?]
0.6059907834101382 2 comments
Audience Score [?]
0.7961222884118242
Pythonmeter [?]
Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep comin...
Published on : Feb. 25, 2022
Python version: TH
770 pages

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

Introduction to Machine Learning with Python: A Guide for Data Scientists

by Andreas C. Müller

0.6036866359447004 87 / 217
Bestseller Score [?]
Ranked 87 out of 217 books in our database
0.9658536585365853 2 credentials
Author Score [?]
0.716589861751152 4 comments
Audience Score [?]
0.7620433854108125
Pythonmeter [?]
Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Pyth...
Published on : Oct. 21, 2016
Python version: BO
400 pages

Ethical Hacking: A Hands-on Introduction to Breaking In

by Daniel Graham

0.8387096774193549 36 / 217
Bestseller Score [?]
Ranked 36 out of 217 books in our database
0.724390243902439 3 credentials
Author Score [?]
0.716589861751152 4 comments
Audience Score [?]
0.7598965943576487
Pythonmeter [?]
You’ll begin with the basics: capturing a victim’s network traffic with an ARP spoofing attack and then viewing it in Wireshark. From there, you’ll deploy reverse shells that let you remotely run c...
Published on : Nov. 2, 2021
Python version: TH
376 pages

Python for DevOps: Learn Ruthlessly Effective Automation

by Noah Gift

0.7419354838709676 57 / 217
Bestseller Score [?]
Ranked 57 out of 217 books in our database
0.9926829268292683 8 credentials
Author Score [?]
0.4930875576036866 1 comments
Audience Score [?]
0.7425686561013075
Pythonmeter [?]
This DevOps bible, written by a highly credible author (PSF Fellow, Lecturer at UC Berkeley, worked at Disney, AT&T, Sony and ABC News Network) shows you how to use Python for everyday Linux system...
Published on : Dec. 31, 2019
Python version: TH
506 pages

Django 4 By Example: Build powerful and reliable Python web applications from scratch

by Antonio Mele

0.8110599078341013 42 / 217
Bestseller Score [?]
Ranked 42 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.7465437788018433 5 comments
Audience Score [?]
0.7143231800981605
Pythonmeter [?]
Django 4 By Example is the 4th edition of the best-selling franchise that helps you build web apps. This book will walk you through the creation of real-world applications, solving common problems,...
Published on : Aug. 29, 2022
Python version: TH
764 pages

Deep Learning with PyTorch: Build, train, and tune neural networks using Python tools

by Eli Stevens

0.8433179723502304 35 / 217
Bestseller Score [?]
Ranked 35 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.6774193548387096 3 comments
Audience Score [?]
0.7020343936158255
Pythonmeter [?]
Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts t...
Published on : Aug. 4, 2020
Python version: TH
520 pages

Django for APIs: Build web APIs with Python & Django

by William S. Vincent

0.40552995391705066 130 / 217
Bestseller Score [?]
Ranked 130 out of 217 books in our database
0.7951219512195122 2 credentials
Author Score [?]
0.8824884792626727 18 comments
Audience Score [?]
0.6943801281330786
Pythonmeter [?]
Take a modern API-first approach to creating 3 different Django back-ends: a Library API, Todo API, and a Blog API with user authentication, permissions, proper documentation, and more. You'll even...
Published on : June 15, 2018
Python version: TH
196 pages

Architecture Patterns with Python: Enabling Test-Driven Development, Domain-Driven Design, and Event-Driven Microservices

by Harry Percival

0.6820276497695852 70 / 217
Bestseller Score [?]
Ranked 70 out of 217 books in our database
0.5853658536585367 1 credentials
Author Score [?]
0.7741935483870968 6 comments
Audience Score [?]
0.6805290172717395
Pythonmeter [?]
As Python continues to grow in popularity, projects are becoming larger and more complex. Many Python developers are taking an interest in high-level software design patterns such as hexagonal/clea...
Published on : March 31, 2020
Python version: TH
304 pages

Cracking Codes with Python: An Introduction to Building and Breaking Ciphers

by Al Sweigart

0.7281105990783411 60 / 217
Bestseller Score [?]
Ranked 60 out of 217 books in our database
0.4560975609756098 1 credentials
Author Score [?]
0.8317972350230414 9 comments
Audience Score [?]
0.6720017983589974
Pythonmeter [?]
Learn how to program in Python while making and breaking ciphers—algorithms used to create and send secret messages! After a crash course in Python programming basics, you’ll learn to make, test, a...
Published on : Jan. 23, 2018
Python version: TH
416 pages
Available for free here

Hands-On Data Structures and Algorithms with Python: Store, manipulate, and access data effectively and boost the performance of your applications

by Dr. Basant Agarwal

0.7188940092165899 62 / 217
Bestseller Score [?]
Ranked 62 out of 217 books in our database
0.7585365853658537 3 credentials
Author Score [?]
0.4930875576036866 1 comments
Audience Score [?]
0.6568393840620433
Pythonmeter [?]
Choosing the right data structure is pivotal to optimizing the performance and scalability of applications. This new edition of Hands-On Data Structures and Algorithms with Python will expand your ...
Published on : July 29, 2022
Python version: TH
496 pages

Python for Algorithmic Trading: From Idea to Cloud Deployment

by Yves Hilpisch

0.7649769585253456 52 / 217
Bestseller Score [?]
Ranked 52 out of 217 books in our database
0.39268292682926825 1 credentials
Author Score [?]
0.7926267281105992 7 comments
Audience Score [?]
0.6500955378217377
Pythonmeter [?]
You'll learn several ways to apply Python to different aspects of algorithmic trading, such as backtesting trading strategies and interacting with online trading platforms. Some of the biggest buy-...
Published on : Dec. 8, 2020
Python version: TH
380 pages

Mastering Python Networking

by Eric Chou

0.6267281105990784 82 / 217
Bestseller Score [?]
Ranked 82 out of 217 books in our database
0.5853658536585367 3 credentials
Author Score [?]
0.716589861751152 4 comments
Audience Score [?]
0.642894608669589
Pythonmeter [?]
One of the best book on mastering networking in Python, written by an author who has worked as a network engineer in top companies. The third edition came out in January, 2020. This new edition is ...
Published on : Jan. 30, 2020
Python version: TH
576 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

Flask Web Development: Developing Web Applications with Python

by Miguel Grinberg

0.5299539170506913 103 / 217
Bestseller Score [?]
Ranked 103 out of 217 books in our database
0.4560975609756098 3 credentials
Author Score [?]
0.9193548387096775 24 comments
Audience Score [?]
0.6351354389119929
Pythonmeter [?]
Take full creative control of your web applications with Flask, the Python-based microframework. With the second edition of this hands-on book, you’ll learn Flask from the ground up by developing a...
Published on : March 25, 2018
Python version: TH
316 pages

Practical Python Programming for IoT: Build advanced IoT projects using a Raspberry Pi 4, MQTT, RESTful APIs, WebSockets, and Python 3

by Gary Smart

0.8064516129032258 43 / 217
Bestseller Score [?]
Ranked 43 out of 217 books in our database
0.875609756097561 3 credentials
Author Score [?]
0.21198156682027652 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.6313476452736878
Pythonmeter [?]
This IoT Python book is for application developers, IoT professionals, or anyone interested in building IoT applications using the Python programming language. It will also be particularly helpful ...
Published on : Nov. 12, 2020
Python version: TH
516 pages

Python for Finance: Mastering Data-Driven Finance

by Yves Hilpisch

0.5852534562211982 91 / 217
Bestseller Score [?]
Ranked 91 out of 217 books in our database
0.39268292682926825 1 credentials
Author Score [?]
0.900921658986175 20 comments
Audience Score [?]
0.6262860140122138
Pythonmeter [?]
The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Update...
Published on : Dec. 31, 2018
Python version: TH
720 pages