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You're reading from  F# for Machine Learning Essentials

Product typeBook
Published inFeb 2016
Reading LevelExpert
Publisher
ISBN-139781783989348
Edition1st Edition
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Author (1)
Sudipta Mukherjee
Sudipta Mukherjee
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Sudipta Mukherjee

Sudipta Mukherjee was born in Kolkata and migrated to Bangalore. He is an electronics engineer by education and a computer engineer/scientist by profession and passion. He graduated in 2004 with a degree in electronics and communication engineering. He has a keen interest in data structure, algorithms, text processing, natural language processing tools development, programming languages, and machine learning at large. His first book on Data Structure using C has been received quite well. Parts of the book can be read on Google Books. The book was also translated into simplified Chinese, available from Amazon.cn. This is Sudipta's second book with Packt Publishing. His first book, .NET 4.0 Generics , was also received very well. During the last few years, he has been hooked to the functional programming style. His book on functional programming, Thinking in LINQ, was released in 2014. He lives in Bangalore with his wife and son. Sudipta can be reached via e-mail at sudipto80@yahoo.com and via Twitter at @samthecoder.
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Different IR algorithms you will learn


Information retrieval is sometimes referred to as IR. You will learn several algorithms in this chapter that are:

  • Distance based: Two documents are matched based on their proximity, calculated by several distance metrics on the vector representation of the document

  • Set based: Two documents are matched based on their proximity, calculated by several set based/fuzzy set based metrics based on the bag of words (BoW) model of the document

Don't worry if some of the phrases in this section don't make sense right now. By the end of this chapter, you will have a thorough understanding of these techniques and how to use them.

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F# for Machine Learning Essentials
Published in: Feb 2016Publisher: ISBN-13: 9781783989348

Author (1)

author image
Sudipta Mukherjee

Sudipta Mukherjee was born in Kolkata and migrated to Bangalore. He is an electronics engineer by education and a computer engineer/scientist by profession and passion. He graduated in 2004 with a degree in electronics and communication engineering. He has a keen interest in data structure, algorithms, text processing, natural language processing tools development, programming languages, and machine learning at large. His first book on Data Structure using C has been received quite well. Parts of the book can be read on Google Books. The book was also translated into simplified Chinese, available from Amazon.cn. This is Sudipta's second book with Packt Publishing. His first book, .NET 4.0 Generics , was also received very well. During the last few years, he has been hooked to the functional programming style. His book on functional programming, Thinking in LINQ, was released in 2014. He lives in Bangalore with his wife and son. Sudipta can be reached via e-mail at sudipto80@yahoo.com and via Twitter at @samthecoder.
Read more about Sudipta Mukherjee