Mastering R for Data Science by Pradeepta Mishra PDF

By Pradeepta Mishra

Key Features

  • Learn to construct scalable information technological know-how purposes utilizing the facility of R
  • See industry-driven examples that may educate you the way to successfully use complicated facts technology suggestions at work
  • Master the artwork of operating with complicated information units and construction production-ready facts applications

Book Description

Business analysts and builders are more and more accumulating, curating, interpreting, and reporting on an important company information. The R language and its linked instruments supply a simple option to take on day by day facts technology projects and not using a lot of educational concept or complicated mathematics.

This ebook is for these information technology execs who are looking to take their abilities to the following point. With the aid of insightful examples, this publication will take you to the depths of the center recommendations in facts technology and the way to take advantage of them on your daily paintings with out a lot trouble. The consultant will disguise reliable R libraries and the way they are often utilized in advanced facts technology projects such info manipulation, lacking info, complex pics with R, package deal construction in R, computer studying, exploring neural networks, etc. in the course of the process the ebook, additionally, you will discover complex algorithms with R and diverse facts visualization concepts with R.

You will how you can paintings with assorted facts assets with ease and discover complex suggestions in facts technology corresponding to complex predictive analytics, modeling, logistics regression, regularization, and information mining techniques.

What you are going to learn

  • Understand the scope of knowledge technology and complexities with real-world use cases
  • Deep dive into a number of the steps interested by fixing an information technological know-how problem
  • Explore each one execution step of information technological know-how tasks and how to use R at every one step
  • Build versions, interpret, and current utilizing the most recent of the R libraries and visualization framework instruments corresponding to D3 and Tableau
  • Scale R, and combine it with giant information and NoSQL info stores
  • Access and examine utilizing exact code implementations
  • Use usual and large information ETL instruments for facts collection

About the Author

Pradeepta Mishra is an information Scientist, Predictive Modeling professional, Deep studying, and computing device studying and synthetic Intelligence Practitioner with eleven plus years of expertise. he's presently top the knowledge technological know-how and laptop studying perform for Ma Foi Analytics, Bangalore, India. Ma Foi Analytics is a complicated Analytics and knowledge technological know-how established answer supplier for Tomorrow's Cognitive Insights Ecology.

He holds a patent for reinforcing planogram layout for the retail undefined. He has released and provided examine papers in accordance with cutting edge tools at IIM-Ahmedabad, India, IISc, and Bangalore- India. he's a vacationing college at numerous prime B-schools and frequently holds talks on info technology, synthetic Intelligence, and computing device learning.

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Mastering R for Data Science by Pradeepta Mishra

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