The Data Science Handbook

The Data Science Handbook by Jake VanderPlas. Download it Python Data Science Handbook books also available in PDF, EPUB, and Mobi Format for read it on your Kindle device, PC, phones or tablets. With this handbook, you’ll learn how to use: 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 .... Click Download for free books.

Python Data Science Handbook

The Data Science Handbook
Author: Jake VanderPlas
Publisher: "O'Reilly Media, Inc."
ISBN: 1491912138
Size: 10.14 MB
Format: PDF, ePub, Mobi
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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. With this handbook, you’ll learn how to use: 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
The Data Science Handbook
Language: en
Pages: 416
Authors: Field Cady
Categories: Mathematics
Type: BOOK - Published: 2017-02-03 - Publisher: John Wiley & Sons
A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the discipline Finding a good data scientist has been likened to hunting for a unicorn: the required combination of technical skills is simply very hard to find in one person. In addition, good data
Python Data Science Handbook
Language: en
Pages: 181
Authors: Oliver Soranson
Categories: Mathematics
Type: BOOK - Published: 2019-11-08 - Publisher: Independently Published
This book in detail will deal with a lot of concepts in layman explanation. Data science is one of the pioneers and most fast-developing tools now to develop applications. A little to know in a better way of this guide will help you understand a lot of things for the
Python Data Science Handbook
Language: en
Pages: 548
Authors: Jake VanderPlas
Categories: Computers
Type: BOOK - Published: 2016-11-21 - Publisher: "O'Reilly Media, Inc."
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
The Data Science Handbook
Language: en
Pages:
Authors: Carl Shan, Henry Wang, William Chen, Max Song
Categories: Computers
Type: BOOK - Published: 2015-05-03 - Publisher:
The Data Science Handbook is a curated collection of 25 candid, honest and insightful interviews conducted with some of the world's top data scientists.In this book, you'll hear how the co-creator of the term 'data scientist' thinks about career and personal success. You'll hear from a young woman who created
Python Data Science Handbook
Language: en
Pages: 529
Authors: Jacob T. Vanderplas
Categories: Data mining
Type: BOOK - Published: 2016 - Publisher:
"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
Python Data Science
Language: en
Pages: 334
Authors: Jessica Rizzo
Categories: Data mining
Type: BOOK - Published: 2019-08-25 - Publisher:
If you're tired of licensing third-party software for data analysis, Python Data Science will help you do it for yourself! Recently, more and more companies are learning that they need to make DATA-DRIVEN decisions. And with big data and data science on the rise, we now have more data than
Research Handbook in Data Science and Law
Language: en
Pages: 512
Authors: Vanessa Mak, Eric Tjong Tjin Tai, Anna Berlee
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2018-12-28 - Publisher: Edward Elgar Publishing
The use of data in society has seen an exponential growth in recent years. Data science, the field of research concerned with understanding and analyzing data, aims to find ways to operationalize data so that it can be beneficially used in society, for example in health applications, urban governance or
Handbook of Data Analysis
Language: en
Pages: 728
Authors: Melissa A Hardy, Alan Bryman
Categories: Social Science
Type: BOOK - Published: 2009-06-17 - Publisher: SAGE
Electronic Inspection Copy available for instructors here 'This book provides an excellent reference guide to basic theoretical arguments, practical quantitative techniques and the methodologies that the majority of social science researchers are likely to require for postgraduate study and beyond' - Environment and Planning 'The book provides researchers with guidance
Handbook of Big Data Analytics
Language: en
Pages: 538
Authors: Wolfgang Karl Härdle, Henry Horng-Shing Lu, Xiaotong Shen
Categories: Computers
Type: BOOK - Published: 2018-07-20 - Publisher: Springer
Addressing a broad range of big data analytics in cross-disciplinary applications, this essential handbook focuses on the statistical prospects offered by recent developments in this field. To do so, it covers statistical methods for high-dimensional problems, algorithmic designs, computation tools, analysis flows and the software-hardware co-designs that are needed to
Handbook of Research on Data Science for Effective Healthcare Practice and Administration
Language: en
Pages: 545
Authors: Noughabi, Elham Akhond Zadeh, Raahemi, Bijan, Albadvi, Amir, Far, Behrouz H.
Categories: Computers
Type: BOOK - Published: 2017-07-20 - Publisher: IGI Global
Data science has always been an effective way of extracting knowledge and insights from information in various forms. One industry that can utilize the benefits from the advances in data science is the healthcare field. The Handbook of Research on Data Science for Effective Healthcare Practice and Administration is a