Python Data Science Handbook

Essential Tools for Working with Data



Bookstore > Books > Python Data Science Handbook

Price$10.32 - $58.19
Rating
AuthorJake VanderPlas
PublisherO'Reilly Media
Published2016
Pages541
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101491912057
ISBN-139781491912058
EBook Hardcover Paperback

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all - IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.

Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.

IPython and Jupyter: provide computational environments for data scientists using Python; NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python; Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python; Matplotlib: includes capabilities for a flexible range of data visualizations in Python; Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms.





4 5 229

Similar Books


Python Data Science Essentials, 3rd Edition

Python Data Science Essentials, 3rd Edition

by Alberto Boschetti, Luca Massaron

Fully expanded and upgraded, the latest edition of Python Data Science Essentials will help you succeed in data science operations using the most common Python libraries. This book offers up-to-date insight into the core of Python, including the latest versions of the Jupyter Notebook, NumPy, pandas, and scikit-learn.The book covers detai...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018

Practical Data Science Cookbook

Practical Data Science Cookbook

by Tony Ojeda, Sean Patrick Murphy, Benjamin Bengfort, Abhijit Dasgupta

Starting with the basics, this book will cover how to set up your numerical programming environment, introduce you to the data science pipeline (an iterative process by which data science projects are completed), and guide you through several data projects in a step-by-step format. By sequentially working through the steps in each chapter...

Price:  $29.99  |  Publisher:  Packt Publishing  |  Release:  2014

Data Science with SQL Server Quick Start Guide

Data Science with SQL Server Quick Start Guide

by Dejan Sarka

SQL Server only started to fully support data science with its two most recent editions. If you are a professional from both worlds, SQL Server and data science, and interested in using SQL Server and Machine Learning (ML) Services for your projects, then this is the ideal book for you.This book is the ideal introduction to data science w...

Price:  $34.99  |  Publisher:  Packt Publishing  |  Release:  2018

Data Science Essentials in Python

Data Science Essentials in Python

by Dmitry Zinoviev

Data science is one of the fastest-growing disciplines in terms of academic research, student enrollment, and employment. Python, with its flexibility and scalability, is quickly overtaking the R language for data-scientific projects. Keep Python data-science concepts at your fingertips with this modular, quick reference to the tools used...

Price:  $17.96  |  Publisher:  The Pragmatic Programmers  |  Release:  2016

R for Data Science

R for Data Science

by Dan Toomey

R is a powerful, open source, functional programming language. It can be used for a wide range of programming tasks and is best suited to produce data and visual analytics through customizable scripts and commands.The purpose of the book is to explore the core topics that data scientists are interested in. This book draws from a wide vari...

Price:  $29.99  |  Publisher:  Packt Publishing  |  Release:  2014

Python Interviews

Python Interviews

by Mike Driscoll

Hear from these key Python thinkers about the current status of Python, and where it's heading in the future; Listen to their close thoughts on significant Python topics, such as Python's role in scientific computing, and machine learning; Understand the direction of Python, and what needs to change for Python 4.Each of these twenty Pytho...

Price:  $27.99  |  Publisher:  Packt Publishing  |  Release:  2018

Python Data Analysis

Python Data Analysis

by Ivan Idris

Dive deeper into data analysis with the flexibility of Python and learn how its extensive range of scientific and mathematical libraries can be used to solve some of the toughest challenges in data analysis. Build your confidence and expertise and develop valuable skills in high demand in a world driven by Big Data with this expert data a...

Price:  $29.99  |  Publisher:  Packt Publishing  |  Release:  2014

Thoughtful Data Science

Thoughtful Data Science

by David Taieb

Thoughtful Data Science brings new strategies and a carefully crafted programmer's toolset to work with modern, cutting-edge data analysis. This new approach is designed specifically to give developers more efficiency and power to create cutting-edge data analysis and artificial intelligence insights.Industry expert David Taieb bridges th...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018