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You're reading from  Practical Big Data Analytics

Product typeBook
Published inJan 2018
Reading LevelIntermediate
PublisherPackt
ISBN-139781783554393
Edition1st Edition
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Nataraj Dasgupta
Nataraj Dasgupta
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Nataraj Dasgupta

Nataraj Dasgupta is the vice president of advanced analytics at RxDataScience Inc. Nataraj has been in the IT industry for more than 19 years, and has worked in the technical and analytics divisions of Philip Morris, IBM, UBS Investment Bank, and Purdue Pharma. At Purdue Pharma, Nataraj led the data science division, where he developed the company's award-winning big data and machine learning platform. Prior to Purdue, at UBS, he held the role of Associate Director, working with high-frequency and algorithmic trading technologies in the foreign exchange trading division of the bank.
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Machine learning, statistics, and AI


Machine learning is a term that has various synonyms - names that are the result of either marketing activities by corporates or just terms that have been used interchangeably. Although some may argue that they have different implications, they all ultimately refer to machine learning as a subject that facilitates the prediction of future events using historical information.

The commonly heard terms for machine learning include predictive analysis, predictive analytics, predictive modeling, and many others. As such, unless the entity that publishes material explaining their interpretation of the term and more specifically, how it is different, it is generally safe to assume that they are referring to machine learning. This is often a source of confusion among those new to the subject, largely due to the misuse and overuse of technical verbiage.

Statistics, on the other hand, is a distinct subject area that has been well known for over 200 years. The word...

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Practical Big Data Analytics
Published in: Jan 2018Publisher: PacktISBN-13: 9781783554393

Author (1)

author image
Nataraj Dasgupta

Nataraj Dasgupta is the vice president of advanced analytics at RxDataScience Inc. Nataraj has been in the IT industry for more than 19 years, and has worked in the technical and analytics divisions of Philip Morris, IBM, UBS Investment Bank, and Purdue Pharma. At Purdue Pharma, Nataraj led the data science division, where he developed the company's award-winning big data and machine learning platform. Prior to Purdue, at UBS, he held the role of Associate Director, working with high-frequency and algorithmic trading technologies in the foreign exchange trading division of the bank.
Read more about Nataraj Dasgupta