Statistical Inference and Machine Learning for Big Data is popular PDF and ePub book, written by Mayer Alvo in 2022-11-30, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Statistical Inference and Machine Learning for Big Data can be Read Online from any device for your convenience.
Statistical Inference and Machine Learning for Big Data Book PDF Summary
This book presents a variety of advanced statistical methods at a level suitable for advanced undergraduate and graduate students as well as for others interested in familiarizing themselves with these important subjects. It proceeds to illustrate these methods in the context of real-life applications in a variety of areas such as genetics, medicine, and environmental problems. The book begins in Part I by outlining various data types and by indicating how these are normally represented graphically and subsequently analyzed. In Part II, the basic tools in probability and statistics are introduced with special reference to symbolic data analysis. The most useful and relevant results pertinent to this book are retained. In Part III, the focus is on the tools of machine learning whereas in Part IV the computational aspects of BIG DATA are presented. This book would serve as a handy desk reference for statistical methods at the undergraduate and graduate level as well as be useful in courses which aim to provide an overview of modern statistics and its applications.
Detail Book of Statistical Inference and Machine Learning for Big Data PDF
- Author : Mayer Alvo
- Release : 30 November 2022
- Publisher : Springer Nature
- ISBN : 9783031067846
- Genre : Mathematics
- Total Page : 442 pages
- Language : English
- PDF File Size : 17,8 Mb
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