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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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Data Analysis with Pandas

A DSF Whitepaper
15 February 2021
Mayank Tripathi
Views (260)

Looking a way to understand your data set quickly and easily, then use Pandas methods and attributes which we will walk through in this article with example on a data set. Read More

DEEP LEARNING: FIGHTING COVID-19 WITH NEURAL NETWORKS

A DSF Whitepaper
31 January 2021
Balakrishnan Subramanian
Views (327)
Comments (1)

Deep learning is a part of AI which was founded on artificial neural organizations, as neural organization will reflect the human thoughts. Deep learning which a subset of Machine Learning is is making revolutions in each field it comes into play. It decreases the human work and accomplishes the work precisely than people do. It emulates the human Brain with artificial neural organizations and dom Read More

TOP 10 BEST FREE AND OPEN SOURCE BACKUP SOLUTIONS

A DSF Whitepaper
30 December 2020
Balakrishnan Subramanian
Views (3048)

Backup is a vital process that makes the functioning of the present day businesses smooth and secure. No business can do without deploying standard backup software in their IT systems. The creation of numerous copy files, hard drive storage and database workspace helps to rescue the loss data in backup softwares. This assists the data loss and rebuilds the initial contents to the software. Read More

COVID-19 ANALYTICS: Learning from the Victorian Government’s Data Analytics Failures

A DSF Whitepaper
24 December 2020
Michael Baron
Views (609)

When the ruthless Pandemic hit the State of Victoria (Australia), the State Government placed its hopes for containing its spread on what they‘ve been referring to ‘’a highly sophisticated’’ Contact Tracing Program. Unfortunately, the initial contact tracing efforts appeared to have failed miserably as the authorities struggled to trace the virus carriers’ contacts efficiently. Read More

Data Driven Business Models in FMCG & Retail

A DSF Whitepaper
05 December 2020
Lalith Kumar Vemali
Views (976)

Data is the new oil/new currency. Equipped with it, upcoming organizations are disrupting established industries, and traditional businesses are transforming the way they operate. Not all organizations are equally proficient at translating data into currency, but their ability to do so is impacting their ability to compete. Read More

A Cost-Effective Method for Assessment of Psychological Wellbeing of University Students

A DSF Whitepaper
28 November 2020
Rakesh Saroj
Views (260)

Based on these findings study affirm that the GHQ-12 is a good measure for assessing the overall psychological health of students Read More

Piecewise hazard model for under-five child mortality

A DSF Whitepaper
09 November 2020
Rakesh Saroj
Views (525)
Comments (0)

The application of piecewise hazard model in mortality data becomes more useful in survival methods. This method is used to find the number and location cut points and to estimate the hazard model. The objective of this paper is to illustrate the piecewise constant hazard model and to find significant factors for under-five child mortality. Read More

Understanding Imbalanced Datasets and techniques for handling them

A DSF Whitepaper
21 September 2020
Mayank Tripathi
Views (2941)

Imbalanced datasets contain valuable data that is often lost in data techniques that aim to balance datasets. In this article, we will look at what an Imbalanced dataset is and various techniques that can be used to handle imbalanced datasets. Read More

Real Time Data Analytics: Mitigating the Risks and the Challenges

A DSF Whitepaper
09 September 2020
Michael Baron
Views (640)
Comments (1)

While practical benefits of the Real-time data analytics over historic data analytics are obvious, it is also essential to understand and cater for its risks, challenges and limitations. Read More

Understanding Buzzwords in Data Science

A DSF Whitepaper
01 August 2020
Mayank Tripathi
Views (3224)
Comments (2)

Have you come across Data Science jargon and buzzwords such as Artificial intelligence (AI); Machine Learning (ML); Deep Learning (DL); Neural Network (NN) etc.. want to know more about them and how each of them differ? If so then checkout this article, which will give you a brief idea what these are. 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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    15 February 2021
  • DEEP LEARNING: FIGHTING COVID-19 WITH NEURAL NETWORKS
    31 January 2021
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    30 December 2020
  • COVID-19 ANALYTICS: Learning from the Victorian Government’s Data Analytics Failures
    24 December 2020
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