Python Version

Reading Time [?]

Publication Year

Showing 30 topical books

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

by Aurélien Géron

Popularity score [?]
The second edition came out recently and immediately became a bestseller in its category. It is impressive in coverage. Classical supervised learning, unsupervised learning, deep learning (CNN, RNN...
Published on : Oct. 15, 2019
Python version: TH
856 pages

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

by Wes McKinney

Popularity score [?]
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 : Oct. 20, 2017
Python version: TH
550 pages

Deep Learning with Python

by Francois Chollet

Popularity score [?]
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this bo...
Published on : Dec. 22, 2017
Python version: TH
384 pages

Data Science from Scratch: First Principles with Python

by Joel Grus

Popularity score [?]
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

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

by Sebastian Raschka

Popularity score [?]
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

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

by Andreas C. Müller

Popularity score [?]
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

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

by Aditya Bhargava

Popularity score [?]
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

Programming the Raspberry Pi: Getting Started with Python

by Simon Monk

Popularity score [?]
An updated guide to programming your own Raspberry Pi projectsLearn to create inventive programs and fun games on your powerful Raspberry Pi―with no programming experience required. This practical ...
Published on : Oct. 5, 2015
Python version: TH
208 pages

Python Data Science Handbook: Essential Tools for Working with Data

by Jake VanderPlas

Popularity score [?]
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

Python for Finance: Mastering Data-Driven Finance

by Yves Hilpisch

Popularity score [?]
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

Popularity score [?]
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

Black Hat Python: Python Programming for Hackers and Pentesters

by Justin Seitz

Popularity score [?]
In Black Hat Python, the latest from Justin Seitz (author of the best-selling Gray Hat Python), you'll explore the darker side of Python's capabilities—writing network sniffers, manipulating packet...
Published on : Dec. 21, 2014
Python version: TW
192 pages

Mastering Python Networking: Your one-stop solution to using Python for network automation, DevOps, and Test-Driven Development

by Eric Chou

Popularity score [?]
Networks in your infrastructure set the foundation for how your application can be deployed, maintained, and serviced. Python is the ideal language for network engineers to explore tools that were ...
Published on : Aug. 29, 2018
Python version: TH
466 pages

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

by Al Sweigart

Popularity score [?]
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

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

Popularity score [?]
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: TW
214 pages
Available for free here

Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

by Chris Albon

Popularity score [?]
This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its librari...
Published on : April 1, 2018
Python version: TH
366 pages

Pandas for Everyone: Python Data Analysis

by Daniel Y. Chen

Popularity score [?]
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: TH
412 pages

Violent Python: A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers

by TJ O'Connor

Popularity score [?]
Violent Python shows you how to move from a theoretical understanding of offensive computing concepts to a practical implementation. Instead of relying on another attacker’s tools, this book will t...
Published on : Nov. 22, 2012
Python version: TW
288 pages

Make Your Own Neural Network

by Tariq Rashid

Popularity score [?]
A step-by-step gentle journey through the mathematics of neural networks, and making your own using the Python computer language. Neural networks are a key element of deep learning and artificial ...
Published on : March 31, 2016
Python version: TH
222 pages

Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!

by Amit Saha

Popularity score [?]
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

Web Scraping with Python: Collecting More Data from the Modern Web

by Ryan Mitchell

Popularity score [?]
If programming is magic then web scraping is surely a form of wizardry. By writing a simple automated program, you can query web servers, request data, and parse it to extract the information you n...
Published on : April 14, 2018
Python version: TH
308 pages

Complex Network Analysis in Python: Recognize - Construct - Visualize - Analyze - Interpret

by Dmitry Zinoviev

Popularity score [?]
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

Two Scoops of Django 1.11: Best Practices for the Django Web Framework

by Daniel Roy Greenfeld

Popularity score [?]
In this book we introduce you to the various tips, tricks, patterns, code snippets, and techniques that we've picked up over the years. We have put thousands of hours into the fourth edition of the...
Published on : June 30, 2017
Python version: TH
556 pages

Problem Solving with Algorithms and Data Structures Using Python

by Bradley N. Miller

Popularity score [?]
This textbook is about computer science. It is also about Python. However, there is much more. The study of algorithms and data structures is central to understanding what computer science is all a...
Published on : Aug. 22, 2011
Python version: TH
438 pages
Available for free here

Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit

by Steven Bird

Popularity score [?]
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic s...
Published on : July 10, 2009
Python version: TW
504 pages
Available for free here

Think Stats: Exploratory Data Analysis

by Allen B. Downey

Popularity score [?]
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

Python Scripting for ArcGIS

by Paul A. Zandbergen

Popularity score [?]
Python Scripting for ArcGIS is a guide for experienced users of ArcGIS Desktop to get started with Python scripting without needing previous programming experience. Experience with other scripting ...
Published on : Feb. 2, 2015
Python version: TW
358 pages

Introduction to Python Programming and Developing GUI Applications with PyQT

by B. M. Harwani

Popularity score [?]
INTRODUCTION TO PYTHON PROGRAMMING AND DEVELOPING GUI APPLICATIONS WITH PYQT 1E teaches Python programming step-by-step through practical examples that readers can see in action right away. It begi...
Published on : Dec. 1, 2011
Python version: TH
304 pages

Gray Hat Python: Python Programming for Hackers and Reverse Engineers

by Justin Seitz

Popularity score [?]
Python is fast becoming the programming language of choice for hackers, reverse engineers, and software testers because it's easy to write quickly, and it has the low-level support and libraries th...
Published on : May 3, 2009
Python version: TW
232 pages

Programming with MicroPython: Embedded Programming with Microcontrollers and Python

by Nicholas H. Tollervey

Popularity score [?]
Learn how to use MicroPython to make cool stuff with the BBC micro:bit, a simple, fun, and powerful gateway into both hardware and software development. This practical book assumes no previous know...
Published on : Oct. 13, 2017
Python version: TH
214 pages