Hands-On Data Science with Anaconda: Utilize the right mix of tools to create high-performance data science applications free ebook download.

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Hands-On Data Science with Anaconda: Utilize the right mix of tools to create high-performance data science applications free ebook download

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Computer Science

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Catalogue

Author(s):	Dr. Yuxing Yan, James Yan

Date:	2017	Format:	EPUB	Language:	English	ISBN/ASIN:	1788831195
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	10/27/2018 4:54:52 AM

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Develop, deploy, and streamline your data science projects with the most popular end-to-end platform, Anaconda

Key Features
 Use Anaconda to find solutions for clustering, classification, and linear regression
 Analyze your data efficiently with the most powerful data science stack
 Use the Anaconda cloud to store, share, and discover projects and libraries

Book Description
Anaconda is an open source platform that brings together the best tools for data science professionals with more than 100 popular packages supporting Python, Scala, and R languages. Hands-On Data Science with Anaconda gets you started with Anaconda and demonstrates how you can use it to perform data science operations in the real world.

The book begins with setting up the environment for Anaconda platform in order to make it accessible for tools and frameworks such as Jupyter, pandas, matplotlib, Python, R, Julia, and more. Youll walk through package manager Conda, through which you can automatically manage all packages including cross-language dependencies, and work across Linux, macOS, and Windows. Youll explore all the essentials of data science and linear algebra to perform data science tasks using packages such as SciPy, contrastive, scikit-learn, Rattle, and Rmixmod.

Once youre accustomed to all this, youll start with operations in data science such as cleaning, sorting, and data classification. Youll move on to learning how to perform tasks such as clustering, regression, prediction, and building machine learning models and optimizing them. In addition to this, youll learn how to visualize data using the packages available for Julia, Python, and R.

What you will learn
 Perform cleaning, sorting, classification, clustering, regression, and dataset modeling using Anaconda
 Use the package manager conda and discover, install, and use functionally efficient and scalable packages
 Get comfortable with heterogeneous data exploration using multiple languages within a project
 Perform distributed computing and use Anaconda Accelerate to optimize computational powers
 Discover and share packages, notebooks, and environments, and use shared project drives on Anaconda Cloud
 Tackle advanced data prediction problems

Who this book is for
Hands-On Data Science with Anaconda is for you if you are a developer who is looking for the best tools in the market to perform data science. Its also ideal for data analysts and data science professionals who want to improve the efficiency of their data science applications by using the best libraries in multiple languages. Basic programming knowledge with R or Python and introductory knowledge of linear algebra is expected.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2306667	Book	http://tezfiles.com/file/35308d152842e...		13.27	stirkout

Tags: Anaconda applications create data Hands-On high-performance right science tools Utilize

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