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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

0.993197278912
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

Deep Learning with Python

by Francois Chollet

0.965986394558
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

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

by Aditya Bhargava

0.959183673469
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

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

by Sebastian Raschka

0.945578231293
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

Data Science from Scratch: First Principles with Python

by Joel Grus

0.938775510204
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

0.91156462585
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. 16, 2016
Python version: 3
672 pages

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

by Simon Monk

0.897959183673
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: 3
208 pages

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

by Al Sweigart

0.877551020408
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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: 3
416 pages
Available for free here

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

by Andreas C. Müller

0.823129251701
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

Flask Web Development: Developing Web Applications with Python

by Miguel Grinberg

0.816326530612
Popularity score [?]
With the second edition of this hands-on book, you’ll learn Flask from the ground up by developing a complete, real-world application created by author Miguel Grinberg. This refreshed edition accou...
Published on : March 25, 2018
Python version: 3
316 pages

Make Your Own Neural Network

by Tariq Rashid

0.802721088435
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

0.78231292517
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

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

by Steven Bird

0.768707482993
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

Django for Beginners: Learn web development with Django 2.0

by William S. Vincent

0.761904761905
Popularity score [?]
Django for Beginners takes you from total beginner to confident Django developer. Proceed step-by-step through four progressively more complex web applications.
Published on : March 7, 2018
Python version: 3
199 pages
Available for free here

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

by Chris Albon

0.755102040816
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: 3
366 pages

Black Hat Python: Python Programming for Hackers and Pentesters

by Justin Seitz

0.748299319728
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. 14, 2014
Python version: 2
192 pages

Python for Finance: Analyze Big Financial Data

by Yves Hilpisch

0.714285714286
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

The New And Improved Flask Mega-Tutorial

by Miguel Grinberg

0.707482993197
Popularity score [?]
The Flask Mega-Tutorial is an overarching tutorial for Python beginner and intermediate developers that teaches web development with the Flask framework. The tutorial has been thoroughly revised an...
Published on : Dec. 7, 2017
Python version: 3
347 pages
Available for free here

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

by Amit Saha

0.700680272109
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 : Sept. 6, 2015
Python version: 3
264 pages

Data Structures and Algorithms in Python

by Michael T. Goodrich

0.69387755102
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

Practical Computing for Biologists

by Steven Haddock

0.687074829932
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

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

by Santanu Pattanayak

0.666666666667
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

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

by Theodore Petrou

0.659863945578
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

Artificial Intelligence with Python

by Prateek Joshi

0.65306122449
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

Pandas for Everyone

by Daniel Y. Chen

0.639455782313
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: 3
416 pages

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

by Daniel Roy Greenfeld

0.632653061224
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

Python for Biologists: A complete programming course for beginners

by Dr Martin Jones

0.625850340136
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: Both
244 pages

Programming Computer Vision with Python: Tools and algorithms for analyzing images

by Jan Erik Solem

0.591836734694
Popularity score [?]
If you want a basic understanding of computer vision’s underlying theory and algorithms, this hands-on introduction is the ideal place to start. You’ll learn techniques for object recognition, 3D r...
Published on : June 29, 2012
Python version: 2
264 pages
Available for free here

Machine Learning with TensorFlow

by Nishant Shukla

0.585034013605
Popularity score [?]
Being able to make near-real-time decisions is becoming increasingly crucial. To succeed, we need machine learning systems that can turn massive amounts of data into valuable insights. But when you...
Published on : May 31, 2017
Python version: 3
325 pages

Python Scripting for ArcGIS

by Paul A. Zandbergen

0.571428571429
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: 2
358 pages