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 Get Books for free books.

Python Data Science Handbook

The Data Science Handbook
Author: Jake VanderPlas
Publisher: "O'Reilly Media, Inc."
ISBN: 1491912138
Size: 27.14 MB
Format: PDF
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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: 2017-02-28 - 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: 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
The Decision Maker's Handbook to Data Science
Language: en
Pages: 156
Authors: Stylianos Kampakis
Categories: Computers
Type: BOOK - Published: 2019-11-26 - Publisher: Apress
Data science is expanding across industries at a rapid pace, and the companies first to adopt best practices will gain a significant advantage. To reap the benefits, decision makers need to have a confident understanding of data science and its application in their organization. It is easy for novices to
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
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 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
Суперпрогнозування. Мистецтво та наука передбачення
Language: uk
Pages: 390
Authors: Філіп Тетлок, Ден Гарднер
Categories: Business & Economics
Type: BOOK - Published: 2019-03-12 - Publisher: Наш формат
Завдяки вмінню прогнозувати події можна уникнути помилок і досягти успіху в усіх сферах нашого життя. Однак мало кому до снаги передбачити, у що варто вкладати кошти, який новий продукт здатен завоювати ринок і яких змін чекати на політичній арені. Навіть провідні експерти часто радше здогадуються про певні речі, ніж аналізують
Data Science
Language: en
Pages: 208
Authors: Field Cady
Categories: Mathematics
Type: BOOK - Published: 2020-12-30 - Publisher: John Wiley & Sons
Tap into the power of data science with this comprehensive resource for non-technical professionals Data Science: The Executive Summary – A Technical Book for Non-Technical Professionals is a comprehensive resource for people in non-engineer roles who want to fully understand data science and analytics concepts. Accomplished data scientist and author
Computer Science Handbook
Language: en
Pages: 2752
Authors: Allen B. Tucker
Categories: Computers
Type: BOOK - Published: 2004-06-28 - Publisher: CRC Press
When you think about how far and fast computer science has progressed in recent years, it's not hard to conclude that a seven-year old handbook may fall a little short of the kind of reference today's computer scientists, software engineers, and IT professionals need. With a broadened scope, more emphasis