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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

0.9834710743801652 5 / 242
Bestseller Score [?]
Ranked 5 out of 242 books in our database
1.0 5 credentials
Author Score [?]
0.9710743801652894 69 comments
Audience Score [?]
0.9848484848484849
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

0.9628099173553718 10 / 242
Bestseller Score [?]
Ranked 10 out of 242 books in our database
0.9644444444444444 2 credentials
Author Score [?]
0.9669421487603306 58 comments
Audience Score [?]
0.9647321701867156
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

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

by Peter Bruce

0.9710743801652894 8 / 242
Bestseller Score [?]
Ranked 8 out of 242 books in our database
0.9777777777777777 4 credentials
Author Score [?]
0.8119834710743801 8 comments
Audience Score [?]
0.9202785430058157
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

Python Data Science Handbook: Essential Tools for Working with Data

by Jake VanderPlas

0.8057851239669421 48 / 242
Bestseller Score [?]
Ranked 48 out of 242 books in our database
0.9644444444444444 5 credentials
Author Score [?]
0.9111570247933883 23 comments
Audience Score [?]
0.8937955310682583
Pythonmeter [?]
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

Data Science from Scratch: First Principles with Python

by Joel Grus

0.9173553719008264 21 / 242
Bestseller Score [?]
Ranked 21 out of 242 books in our database
0.8066666666666668 2 credentials
Author Score [?]
0.9462809917355373 33 comments
Audience Score [?]
0.8901010101010102
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

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

by Aditya Bhargava

0.9876033057851239 4 / 242
Bestseller Score [?]
Ranked 4 out of 242 books in our database
0.5822222222222222 1 credentials
Author Score [?]
0.9793388429752067 74 comments
Audience Score [?]
0.8497214569941843
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

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

0.8429752066115702 39 / 242
Bestseller Score [?]
Ranked 39 out of 242 books in our database
0.8066666666666668 2 credentials
Author Score [?]
0.8553719008264463 12 comments
Audience Score [?]
0.8350045913682278
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

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

by Sebastian Raschka

0.9462809917355373 14 / 242
Bestseller Score [?]
Ranked 14 out of 242 books in our database
0.8266666666666667 2 credentials
Author Score [?]
0.7148760330578513 4 comments
Audience Score [?]
0.8292745638200184
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

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

by Andreas C. Müller

0.8016528925619835 49 / 242
Bestseller Score [?]
Ranked 49 out of 242 books in our database
0.9644444444444444 2 credentials
Author Score [?]
0.7148760330578513 4 comments
Audience Score [?]
0.8269911233547598
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

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

by Sebastian Raschka

0.7644628099173554 58 / 242
Bestseller Score [?]
Ranked 58 out of 242 books in our database
0.8266666666666667 2 credentials
Author Score [?]
0.8884297520661157 19 comments
Audience Score [?]
0.8265197428833794
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

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

by Aurélien Géron

0.9917355371900827 3 / 242
Bestseller Score [?]
Ranked 3 out of 242 books in our database
0.5822222222222222 1 credentials
Author Score [?]
0.8780991735537189 18 comments
Audience Score [?]
0.8173523109886746
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

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

by Jeremy Howard

0.8347107438016529 41 / 242
Bestseller Score [?]
Ranked 41 out of 242 books in our database
0.9866666666666667 10 credentials
Author Score [?]
0.5681818181818182 2 comments
Audience Score [?]
0.7965197428833792
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

Think Stats: Exploratory Data Analysis

by Allen B. Downey

0.6652892561983471 82 / 242
Bestseller Score [?]
Ranked 82 out of 242 books in our database
0.8822222222222222 3 credentials
Author Score [?]
0.8388429752066117 10 comments
Audience Score [?]
0.7954514845423937
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

Ethical Hacking: A Hands-on Introduction to Breaking In

by Daniel Graham

0.8223140495867769 44 / 242
Bestseller Score [?]
Ranked 44 out of 242 books in our database
0.7244444444444444 3 credentials
Author Score [?]
0.75 5 comments
Audience Score [?]
0.7655861646770737
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

Django for APIs: Build web APIs with Python and Django

by William S Vincent

0.5413223140495869 112 / 242
Bestseller Score [?]
Ranked 112 out of 242 books in our database
0.8066666666666668 2 credentials
Author Score [?]
0.9235537190082644 25 comments
Audience Score [?]
0.7571808999081727
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

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.6694214876033058 81 / 242
Bestseller Score [?]
Ranked 81 out of 242 books in our database
0.8822222222222222 3 credentials
Author Score [?]
0.7148760330578513 4 comments
Audience Score [?]
0.7555065809611264
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

Django for Beginners: Build Websites with Python and Django

by William S. Vincent

0.4917355371900826 124 / 242
Bestseller Score [?]
Ranked 124 out of 242 books in our database
0.8066666666666668 2 credentials
Author Score [?]
0.9628099173553718 53 comments
Audience Score [?]
0.7537373737373737
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

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

by Antonio Mele

0.7975206611570248 50 / 242
Bestseller Score [?]
Ranked 50 out of 242 books in our database
0.5822222222222222 1 credentials
Author Score [?]
0.8119834710743801 8 comments
Audience Score [?]
0.7305754514845423
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

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

by Harry Percival

0.8181818181818181 45 / 242
Bestseller Score [?]
Ranked 45 out of 242 books in our database
0.5822222222222222 1 credentials
Author Score [?]
0.7871900826446282 7 comments
Audience Score [?]
0.7291980410162228
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

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

by Eli Stevens

0.8512396694214875 37 / 242
Bestseller Score [?]
Ranked 37 out of 242 books in our database
0.5822222222222222 1 credentials
Author Score [?]
0.6590909090909091 3 comments
Audience Score [?]
0.697517600244873
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

Grokking Machine Learning

by Luis Serrano

0.6983471074380165 74 / 242
Bestseller Score [?]
Ranked 74 out of 242 books in our database
0.7244444444444444 6 credentials
Author Score [?]
0.6590909090909091 3 comments
Audience Score [?]
0.6939608203244566
Pythonmeter [?]
Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercis...
Published on : Dec. 14, 2021
Python version: TH
512 pages

Mastering Python Networking: Utilize Python packages and frameworks for network automation, monitoring, cloud, and management, 4th Edition

by Eric Chou

0.7727272727272727 56 / 242
Bestseller Score [?]
Ranked 56 out of 242 books in our database
0.5822222222222222 3 credentials
Author Score [?]
0.7148760330578513 4 comments
Audience Score [?]
0.6899418426691154
Pythonmeter [?]
Mastering Python Networking, is for network engineers, developers, and SREs who want to learn Python for network automation, programmability, monitoring, cloud, and data analysis. Network engineers...
Published on : Jan. 20, 2023
Python version: TH
594 pages

Python for Finance: Mastering Data-Driven Finance

by Yves Hilpisch

0.7479338842975207 62 / 242
Bestseller Score [?]
Ranked 62 out of 242 books in our database
0.38222222222222224 1 credentials
Author Score [?]
0.9049586776859505 22 comments
Audience Score [?]
0.6783715947352311
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

Python for DevOps: Learn Ruthlessly Effective Automation

by Noah Gift

0.5661157024793388 106 / 242
Bestseller Score [?]
Ranked 106 out of 242 books in our database
0.9933333333333333 8 credentials
Author Score [?]
0.4586776859504132 1 comments
Audience Score [?]
0.6727089072543618
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

The Recursive Book of Recursion: Ace the Coding Interview with Python and JavaScript

by Al Sweigart

0.7231404958677686 68 / 242
Bestseller Score [?]
Ranked 68 out of 242 books in our database
0.45333333333333337 1 credentials
Author Score [?]
0.8388429752066117 10 comments
Audience Score [?]
0.6717722681359045
Pythonmeter [?]
The Recursive Book of Recursion uses Python and JavaScript examples to teach the basics of recursion, exposing the ways that it’s often poorly taught and clarifying the fundamental principles of al...
Published on : Aug. 16, 2022
Python version: TH
328 pages
Available for free here

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

by Felix Zumstein

0.8305785123966942 42 / 242
Bestseller Score [?]
Ranked 42 out of 242 books in our database
0.9155555555555556 3 credentials
Author Score [?]
0.2024793388429752 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.649537802265075
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

The Self-Taught Computer Scientist: The Beginner's Guide to Data Structures & Algorithms

by Cory Althoff

0.6859504132231404 77 / 242
Bestseller Score [?]
Ranked 77 out of 242 books in our database
0.5822222222222222 1 credentials
Author Score [?]
0.6590909090909091 3 comments
Audience Score [?]
0.6424211815120905
Pythonmeter [?]
The Self-Taught Computer Scientist introduces beginner and self-taught programmers to computer science fundamentals that are essential for success in programming and software engineering fields. Co...
Published on : Oct. 1, 2021
Python version: TH
224 pages

Data Structures & Algorithms in Python (Developer's Library)

by John Canning

0.743801652892562 63 / 242
Bestseller Score [?]
Ranked 63 out of 242 books in our database
0.16666666666666669 0 credentials
Author Score [?]
No author credentials found
0.9917355371900827 198 comments
Audience Score [?]
0.6340679522497704
Pythonmeter [?]
This practical introduction to data structures and algorithms can help every programmer who wants to write more efficient software. Building on Robert Lafore's legendary Java-based guide, this book...
Published on : Oct. 14, 2022
Python version: TH
928 pages

Scaling Python with Ray: Adventures in Cloud and Serverless Patterns

by Holden Karau

0.7024793388429752 73 / 242
Bestseller Score [?]
Ranked 73 out of 242 books in our database
0.9822222222222223 8 credentials
Author Score [?]
0.2024793388429752 0 comments
Audience Score [?]
No Reddit comments mentioned the book
0.629060299969391
Pythonmeter [?]
In this book, experienced software architecture practitioners Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python e...
Published on : Jan. 3, 2023
Python version: TH
266 pages

Python for Algorithmic Trading: From Idea to Cloud Deployment

by Yves Hilpisch

0.6942148760330579 75 / 242
Bestseller Score [?]
Ranked 75 out of 242 books in our database
0.38222222222222224 1 credentials
Author Score [?]
0.7871900826446282 7 comments
Audience Score [?]
0.6212090602999695
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