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  • E_Book Big Data Science Analytics & Machine Learning

E_Book Big Data Science Analytics & Machine Learning

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Book Detail
What's special / Useful in this book This book will help you learn and gain specific knowledge on data analytics, Artificial Intelligence (AI), Internet Of Things (IOT). Mobile and social media that are driving through new forms and sources of data.
Authored By V.K Jain
Publication Year 2021
ISBN-13 978-8194752820
Language English
Edition 1st
Pages 480
Preface
Preface Big data analytics is the often-complex process of examining big data to uncover information – that can help organizations make informed decisions. Big data analytics helps organisations harness their data and use it to identify new opportunities that, in turn, leads to smarter business moves, more efficient operations, higher profits and happier customers. Machine learning, a specific subset of Artificial Intelligence that trains the machine how to learn, makes it possible to quickly and automatically produce models that can analyse bigger, more complex data and deliver faster and more accurate results even on a very large scale. This book will help you learn and gain specific knowledge on data analytics, Artificial Intelligence (AI), Internet Of Things (IOT). Mobile and social media that are driving through new forms and sources of data.
Table of Contents
Table of Contents 1.Big data and Data Science 2.Hadoop and its Ecosystem 3.Various Big data and Hadoop Umbrella Systems 4.Introduction to Big data Analytics 5.Statistical Descriptive data analysis 6. Introduction to R programming language and Software Environment 7.Diagnostic or inferential Analytics 8.Predictive Modelling and Linear Regression 9.Time Series Analysis and Forecasting 10.Prescriptive Analytics 11.Data Repositories and Mining 12.Text Analysis 13. Machine Learning 14. Supervised Learning (Regression/Classification) 15. Unsupervised Learning 16. Big Data Privacy, Security and Ethics