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Showing 30 topical books
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Python Data Science Handbook: Essential Tools for Working with Data

by Jake VanderPlas

1.0
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

Deep Learning with Python

by Francois Chollet

0.9864864864864865
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

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

by Wes McKinney

0.972972972972973
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

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

by Sebastian Raschka

0.9594594594594594
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Machine learning is eating the software world, and now deep learning is extending machine learning. Understand and work at the cutting edge of machine learning, neural networks, and deep learning w...
Published on : Sept. 20, 2017
Python version: TH
622 pages

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

by Andreas C. Müller

0.9459459459459459
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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

Data Science from Scratch: First Principles with Python

by Joel Grus

0.9324324324324325
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 for Finance: Mastering Data-Driven Finance

by Yves Hilpisch

0.918918918918919
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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

Programming the Raspberry Pi: Getting Started with Python

by Simon Monk

0.9054054054054054
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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

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

by Aditya Bhargava

0.8918918918918919
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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

Pandas for Everyone: Python Data Analysis

by Daniel Y. Chen

0.8783783783783784
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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

Python Scripting for ArcGIS

by Paul A. Zandbergen

0.8648648648648649
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

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

by TJ O'Connor

0.8513513513513513
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

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

by Al Sweigart

0.8378378378378378
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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

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

by Steven Bird

0.8243243243243243
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

0.8108108108108109
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

Problem Solving with Algorithms and Data Structures Using Python

by Bradley N. Miller

0.7972972972972973
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

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

by Chris Albon

0.7837837837837838
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

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

by Ryan Mitchell

0.7702702702702703
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

A Student's Guide to Python for Physical Modeling

by Jesse M. Kinder

0.7567567567567568
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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

Black Hat Python: Python Programming for Hackers and Pentesters

by Justin Seitz

0.7432432432432432
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

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.7297297297297297
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

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

by Amit Saha

0.7162162162162162
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

Practical Computing for Biologists

by Steven H. D. Haddock

0.7027027027027027
Popularity score [?]
Increasingly, scientists find themselves facing exponentially larger data sets and analyses without suitable tools to deal with them. Many biologists end up using spreadsheet programs for most of t...
Published on : Nov. 5, 2010
Python version: TW
538 pages

Flask Web Development: Developing Web Applications with Python

by Miguel Grinberg

0.6891891891891891
Popularity score [?]
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

Python for Biologists: A complete programming course for beginners

by Dr Martin Jones

0.6756756756756757
Popularity score [?]
Learning to program is one of the best investments that you can make for your research and your career. Python for biologists is a complete programming course for beginners that will give you the s...
Published on : Sept. 7, 2013
Python version: BO
244 pages

Python for Scientists

by John M. Stewart

0.6621621621621622
Popularity score [?]
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

Machine Learning in Action

by Peter Harrington

0.6486486486486487
Popularity score [?]
Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexibl...
Published on : April 19, 2012
Python version: TW
384 pages

Foundations of Python Network Programming

by Brandon Rhodes

0.6351351351351351
Popularity score [?]
Foundations of Python Network Programming, Third Edition, covers all of the classic topics found in the second edition of this book, including network protocols, network data and errors, email, ser...
Published on : Oct. 20, 2014
Python version: TH
388 pages

Elegant SciPy: The Art of Scientific Python

by Juan Nunez-Iglesias

0.6216216216216216
Popularity score [?]
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

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

by Daniel Roy Greenfeld

0.6081081081081081
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