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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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Enterprise data science overview


Data science is a relatively new topic in terms of enterprise IT and analytics. Traditionally, researchers and analysts belonged broadly to one of two categories:

  • Highly technical researchers who used complex computing languages and/or hardware for their professional tasks
  • Analysts who could use tools such as Excel and BI platforms in order to perform both simple and complex data analysis

Organizations started looking into Big Data and, more generally, data science platforms in the late 2000s. It had gained immense momentum by 2013, when solutions such as Hadoop and NoSQL platforms were released. The following table shows the developments in data science:

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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

Year

Developments

1970s to late 1990s

Widespread use of relational database management systems. Entity relationship model, structured query language (SQL), and other developments eventually led to a rapid expansion of databases in the late 90s.

Early 2000s

The anti-climatic, yet expensive, non-event of Y2K, coupled...