Gopi Subramanian's Books

R Data Analysis Projects

Build end to end analytics systems to get deeper insights from your data

By: Gopi Subramanian

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R Data Analysis Projects

Build end to end analytics systems to get deeper insights from your data

By: Gopi Subramanian

Get valuable insights from your data by building data analysis systems from scratch with R. About This Book A handy guide to take your understanding of data analysis with R to the next level Real-world projects that focus on problems in finance, network analysis, social media, and more From data manipulation to analysis to visualization in R, this book will teach you everything you need to know about building end-to-end data analysis pipelines using R Who This Book Is For If you are looking for a book that takes you all the way through the practical application of advanced and effective analytics methodologies in R, then this is the book for you. A fundamental understanding of R and the basic concepts of data analysis is all you need to get started with this book. What You Will Learn Build end-to-end predictive analytics systems in R Build an experimental design to gather your own data and conduct analysis Build a recommender system from scratch using different approaches Use and leverage RShiny to build reactive programming applications Build systems for varied domains including market research, network analysis, social media analysis, and more Explore various R Packages such as RShiny, ggplot, recommenderlab, dplyr, and find out how to use them effectively Communicate modeling results using Shiny Dashboards Perform multi-variate time-series analysis prediction, supplemented with sensitivity analysis and risk modeling In Detail R offers a large variety of packages and libraries for fast and accurate data analysis and visualization. As a result, it's one of the most popularly used languages by data scientists and analysts, or anyone who wants to perform data analysis. This book will demonstrate how you can put to use your existing knowledge of data analysis in R to build highly efficient, end-to-end data analysis pipelines without any hassle. You'll start by building a content-based recommendation system, followed by building a project on sentiment analysis with tweets. You'll implement time-series modeling for anomaly detection, and understand cluster analysis of streaming data. You'll work through projects on performing efficient market data research, building recommendation systems, and analyzing networks accurately, all provided with easy to follow codes. With the help of these real-world projects, you'll get a better understanding of the challenges faced when building data analysis pipelines, and see how you can overcome them without compromising on the efficiency or accuracy of your systems. The book covers some popularly used R packages such as dplyr, ggplot2, RShiny, and others, and includes tips on using them effectively. By the end of this book, you'll have a better understanding of data analysis with R, and be able to put your knowledge to practical use without any hassle. Style and approach This book takes a unique, learn-as-you-do approach, as you build on your understanding of data analysis progressively with each project. This book is designed in a way that implementing each project will empower you with a unique skill set, and enable you to implement the next project more confidently.

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Page Count

361

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1788620577

ISBN 13

9781788620574

Ecosociocentrism

The Earth First Paradigm for Sustainable Living

By: Gopi Upreti

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Ecosociocentrism

The Earth First Paradigm for Sustainable Living

By: Gopi Upreti

This book, on the subject of global environmental crisis and climate change that has threatened the very existence of humankind and the living system on planet Earth, claims that the current Anthropocene is the most dangerous era of environmental, and ecological crisis the planet Earth has ever witnessed. This book not only insightfully reflects upon the crisis manifested by climate change, breakdown of planetary ecosystem, extinction and annihilation of millions of species, acidification of oceans, desertification of productive lands, and toxic pollution attributing to the current dominant neoliberal economic model but also presents a new ethical development framework that recognizes and promotes the instrumental, relational and intrinsic values in the Earth system which form the basis for social and environmental sustainability. This is a useful book for all stakeholders involved in environmental protection, UN, and development agencies, INGOs, civil societies, NGOs, governments officials and professionals, media personnel, universities faculties, students, and researchers.

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Page Count

425

Publisher

Springer Nature

Published Date

ISBN 10

3031417542

ISBN 13

9783031417542

Basic Research and Applications of Mycorrhizae

By: Gopi K. Podila,Ajit Varma

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Basic Research and Applications of Mycorrhizae

By: Gopi K. Podila,Ajit Varma

Mycorrhizal research has grown by leaps and bounds in the past few decades. These fungi promise to promote plant growth, maintain plant and soil health, assist in bio-protection against root diseases, encourage production with reduced fertilizer and pesticides, allow for nutrient acquisition, affect soil skeletal structure holding primary soil particles together, are conductive to the formation of microaggregate structures and higher rhizosphere populations, enable symbiosis that alters host water relations, as well as alter root length and architecture. These fungi also help with the re-vegetation of landscapes, golf courses or contaminated soils. They assist with the biological hardening of tissue culture raised plants, postpone leaf dehydration, draught responses, osmo-protecting enzymes and enhance P acquisition. AM symbiosis could conceivably affect any of these steps. AMF should be considered as an alternative to costly soil disinfection. The mechanisms by which fungi induce resistance in their hosts and enhance disease resistance need critical evaluation and examination. Editors see this volume as a tremendously valuable collection of specialized up-date chapters describing the most sophisticated and modern protocols in mycorrhizal research, thoroughly explained and synthesized.

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Page Count

510

Publisher

I. K. International Pvt Ltd

Published Date

ISBN 10

8188237221

ISBN 13

9788188237227

R Data Analysis Projects

Build end to end analytics systems to get deeper insights from your data

By: Gopi Subramanian

Write a review Read reviews Take a Quiz Solve Book Puzzle

R Data Analysis Projects

Build end to end analytics systems to get deeper insights from your data

By: Gopi Subramanian

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

361

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1788620577

ISBN 13

9781788620574

Book's by Gopi Subramanian

R Data Analysis Projects

R Data Analysis Projects

Ecosociocentrism

Ecosociocentrism

Basic Research and Applications of Mycorrhizae

Basic Research and Applications of Mycorrhizae

R Data Analysis Projects

R Data Analysis Projects

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