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Data Science Foundation Whitepapers

The whitepapers published on this site have been written by members of the Data Science Foundation and are open to peer review by other members.

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Impact of Cloud Computing Technology on E-Governance

A DSF Whitepaper
15 October 2019
Balakrishnan Subramanian
Views (3280)

Information Technology plays an important part in the development of any state or country. India adopted e-governance many years ago and IT is playing an increasingly important role in the delivery of services. Today India, along with many countries is having to face the combined challenges of information overload as more and more systems come online, legacy systems using outdated software and hardware and of meeting the expectations of users as populations become increa... Read More

Top 20 Data Analytics Tools

A DSF Whitepaper
01 October 2019
Balakrishnan Subramanian
Views (4681)

The developing interest and significance of data analytics in the market have created numerous openings around the world. It turns out to be somewhat hard to waitlist the top data analytics tools as the open source tools are progressively prevalent, easy to understand and execution situated than the paid variant. Read More

The Data Truthfulness: A Big Data understanding

A DSF Whitepaper
14 September 2019
Santosh Kumar
Views (9057)
Comments (2)

As the smart information age matures, data has become the most powerful resource enterprises have at their disposal. The data is consider as the most valuable commodity on the globe, far ahead than the crude oil in economy list. The paper is an attempt to provide a complete understanding about the trustworthiness of data in the big data framework. The current article provide the complete insight a Read More

Generating Synthetic Time Series Data using Java Programming

A DSF Whitepaper
14 September 2019
Aneesh Roy
Views (1939)
Comments (3)

As researchers push the boundaries of computational analytics to predict outcomes from measurements and trends, they are challenged by the availability of datasets to test their programs. Thus, a faster and easier data synthesis can help such researchers by generating synthesized virtual data sets which will allow them to validate their programs and thus improve the quality of their research.. Read More

Crowdsourcing Big Data Analytics - Impact

A DSF Whitepaper
06 September 2019
Balakrishnan Subramanian
Views (7256)
Comments (8)

The giant players of Big data organizations scale up their enormous interests in big data domain to acquire bytes of knowledge in utilising information from researchers, designers and investigators. Big data crowdsourcing can escalate the speculation plans associated to a greater level. For the new entrants of Silicon Valley which propel a major data scope, the idealistic approach of diminishing costs is to pay telecommuters to disseminate assignments to individu... Read More

ABC's of Systemic Approach to Machine Learning

A DSF Whitepaper
04 September 2019
Balakrishnan Subramanian
Views (1675)
Comments (9)

According to the father of Artificial Intelligence (AI), John McCarthy, AI is “The science and engineering of making intelligent machines, especially intelligent computer programs”. An AI framework is made out of an agent and its environment. The agents act in their environment. The environment may contain different agents. Machine Learning is a sub-set of artificial intelligence. Read More

Internet of Things with Big Data, Cloud and M2M Technologies

A DSF Whitepaper
29 August 2019
Balakrishnan Subramanian
Views (2412)
Comments (4)

Internet of Things may be a network of physical objects that may act with one another to share info and take action. The term was initially planned by Kevin Sir Frederick Ashton in 1999. The idea of IoT first became in style at the Auto-ID center, MIT. IoT may be pronounced as Machine to Machine (M2M) technology. For IoT, variety of billions of connected devices is associate indicator of IoT. The property is simply associate enabler however the $64000 worth of IoT is on ... Read More

Top 5 Use Cases and Platforms of Blockchain Technology

A DSF Whitepaper
22 August 2019
Balakrishnan Subramanian
Views (5039)
Comments (9)

Blockchain is a term constantly being brought up whenever we talk about how technology has changed the way we live, and good reason. Blockchain fundamentally transforms our lives for the better in many areas. From the time of its invention, entrepreneurs in industries across the globe have understood its potential. This paper presents the basics of blockchain technology and the architecture of blockchain. Read More

Diagnostic research: a quick overview

A DSF Whitepaper
09 August 2019
Rakesh Saroj
Views (1578)
Comments (4)

This paper examines how diagnostic research is undertaken using various statistical tools. It highlights the difference between a diagnostic test and a screening before evaluating a diagnostic test. The paper then presents statistical methods and classifiers. Read More

Survival Parametric Models to Estimate the Factors of Under-five Child Mortality

A DSF Whitepaper
09 August 2019
Rakesh Saroj
Views (1373)
Comments (4)

Exploring parametric survival models in daily practice of child mortality research is challenging. It may be due to many reasons including popularity of Cox regression and lack of knowledge about how to perform it. This paper provides the application of parametric survival models by using available R software with illustration. Read More

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The whitepapers published on this site have been written by members of the Data Science Foundation and are open to peer review by other members.

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