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Showing 30 topical books
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Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

by Wes McKinney

0.978260869565
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 : June 25, 2017
Python version: 3
550 pages

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

by Sebastian Raschka

0.963768115942
Popularity score [?]
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: 3
622 pages

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

by Aditya Bhargava

0.949275362319
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 1, 2016
Python version: 2
256 pages

Deep Learning with Python

by Francois Chollet

0.934782608696
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: 3
384 pages

Data Science from Scratch: First Principles with Python

by Joel Grus

0.920289855072
Popularity score [?]
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In t...
Published on : April 30, 2015
Python version: 2
330 pages

Python Data Science Handbook: Essential Tools for Working with Data

by Jake VanderPlas

0.905797101449
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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. 16, 2016
Python version: 3
672 pages

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

by Andreas C. Müller

0.847826086957
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: Both
392 pages

Programming the Raspberry Pi, Second Edition: Getting Started with Python

by Simon Monk

0.826086956522
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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: 3
208 pages

Python Scripting for ArcGIS

by Paul A. Zandbergen

0.804347826087
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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: 2
358 pages

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

by Steven Bird

0.797101449275
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: 2
504 pages
Available for free here

Make Your Own Neural Network

by Tariq Rashid

0.782608695652
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: 3
222 pages

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

by TJ O'Connor

0.760869565217
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: 2
288 pages

Black Hat Python: Python Programming for Hackers and Pentesters

by Justin Seitz

0.731884057971
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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. 14, 2014
Python version: 2
192 pages

Artificial Intelligence with Python

by Prateek Joshi

0.710144927536
Popularity score [?]
AI is becoming increasingly relevant in the modern world where the ecosystem is driven by technology and data. AI is used extensively across many fields such as robotics, computer vision, finance, ...
Published on : May 4, 2017
Python version: 3
521 pages

Python for Finance: Analyze Big Financial Data

by Yves Hilpisch

0.688405797101
Popularity score [?]
The financial industry has adopted Python at a tremendous rate recently, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. This h...
Published on : Dec. 27, 2014
Python version: 2
606 pages

Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python

by Santanu Pattanayak

0.673913043478
Popularity score [?]
Deploy deep learning solutions in production with ease using TensorFlow. You'll also develop the mathematical understanding and intuition required to invent new deep learning architectures and solu...
Published on : Dec. 7, 2017
Python version: 2
398 pages

Mastering Python Networking

by Eric Chou

0.666666666667
Popularity score [?]
Build the skills to perform all networking tasks using Python with ease Use Python for network device automation, DevOps, and software-defined networking.
Published on : June 28, 2017
Python version: 3
446 pages

Practical Computing for Biologists

by Steven Haddock

0.652173913043
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: 2
538 pages

Mining the Social Web: Data Mining Facebook, Twitter, LinkedIn, Google+, GitHub, and More

by Matthew A. Russell

0.63768115942
Popularity score [?]
How can you tap into the wealth of social web data to discover who’s making connections with whom, what they’re talking about, and where they’re located? With this expanded and thoroughly revised e...
Published on : Oct. 20, 2013
Python version: 2
448 pages

Python for Data Science For Dummies

by John Paul Mueller

0.586956521739
Popularity score [?]
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: 2
432 pages

Web Scraping with Python: Collecting Data from the Modern Web

by Ryan Mitchell

0.579710144928
Popularity score [?]
Learn web scraping and crawling techniques to access unlimited data from any web source in any format. With this practical guide, you’ll learn how to use Python scripts and web APIs to gather and p...
Published on : July 24, 2015
Python version: 3
256 pages

Python Natural Language Processing

by Jalaj Thanaki

0.572463768116
Popularity score [?]
This book starts off by laying the foundation for Natural Language Processing and why Python is one of the best options to build an NLP-based expert system with advantages such as Community support...
Published on : Aug. 4, 2017
Python version: 2
431 pages

Data Structures and Algorithms in Python

by Michael T. Goodrich

0.565217391304
Popularity score [?]
Based on the authors’ market leading data structures books in Java and C++, this book offers a comprehensive, definitive introduction to data structures in Python by authoritative authors. Data Str...
Published on : Jan. 1, 2016
Python version: 3
768 pages

Pandas Cookbook: Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python

by Theodore Petrou

0.557971014493
Popularity score [?]
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: 3
538 pages

Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from your Data

by Dipanjan Sarkar

0.550724637681
Popularity score [?]
Derive useful insights from your data using Python. Learn the techniques related to natural language processing and text analytics, and gain the skills to know which technique is best suited to sol...
Published on : Dec. 1, 2016
Python version: 2
385 pages

Foundations of Python Network Programming

by Brandon Rhodes

0.54347826087
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. 22, 2014
Python version: 3
388 pages

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

by Daniel Roy Greenfeld

0.521739130435
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: 3
556 pages

Think Bayes: Bayesian Statistics in Python

by Allen B. Downey

0.5
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: 2
214 pages
Available for free here

A Student's Guide to Python for Physical Modeling

by Jesse M. Kinder

0.478260869565
Popularity score [?]
Python is a computer programming language that is rapidly gaining popularity throughout the sciences. A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself...
Published on : Sept. 22, 2015
Python version: 3
160 pages

Flask Web Development: Developing Web Applications with Python

by Miguel Grinberg

0.463768115942
Popularity score [?]
Take full creative control of your web applications with Flask, the Python-based microframework. With this hands-on book, you’ll learn Flask from the ground up by developing a complete social blogg...
Published on : May 18, 2014
Python version: Both
258 pages