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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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What You Need to Know about the EU’s 2018 General Data Protection Regulation

A DSF Whitepaper
24 May 2018
Summer Phillips
Views (1641)
Comments (4)

Data is everything. In fact, thieves are now targeting consumer and business information rather than financial assets, simply because there is so much more value in data. Find out more about how GDPR is changing the way we all work with data in the midst of this Information age. Read More

Solar Energy Portal Service using IoT

A DSF Whitepaper
11 May 2018
Vishwajeet Yadav
Views (2292)
Comments (4)

Traditional sources of energy are in decline and the world is shifting towards renewable forms of energy. There are around 50 solar power plants in India. These power plants incorporate solar power grids, inverters, batteries and various sensors for monitoring and control. There is a requirement for efficiency and to detect system faults; to this end the data generated by sensors must be constantly monitored and analysed. With cloud service technology, solar grids senso... Read More

Artificial Intelligence In Search of Protection

A DSF Whitepaper
10 May 2018
Francesco Corea
Views (1827)
Comments (3)

This paper describes the advantages and costs of patenting, as well as what can be patented today in the AI domain and what instead needs or should be kept undisclosed. Read More

AI in Financial Trading: White Paper

A DSF Whitepaper
02 May 2018
Kirill Goltsman
Views (3943)
Comments (3)

With recent breakthroughs in Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP), financial companies are beginning to pass the task of identifying and executing trades on to automated systems. Algorithmic Trading (AT), smart stock advisors, and ‘self-learning’ Reinforcement Learning (RL) agents now powerful tools in the financial decision-making process. In this white paper, we’ll discuss how financial companies can benefit from th... Read More

Forecasts on AI

A DSF Whitepaper
22 April 2018
Francesco Corea
Views (1593)
Comments (3)

This article provides a series of forecasts regarding the development of AI and robotics. We have discussed some AI topics in the previous posts, and it should seem now obvious the extraordinary disruptive impact AI had over the past few years. However, what everyone is now thinking of is where AI will be in five years time. I find it useful then to describe a few emerging trends we start seeing today, as well as make few predictions around machine learning future develo... Read More

Big Data Strategy: tips and practices

A DSF Whitepaper
11 April 2018
Francesco Corea
Views (3579)
Comments (3)

This paper illustrates tips and tools to run a data science practice within an organization. It will also give some tools to understand the stage of data science maturity of the company. Read More

Propensity Modelling for Business

A DSF Whitepaper
02 April 2018
HG Insights
Views (53327)
Comments (3)

Propensity modelling is a statistical approach and a set of techniques which attempts to estimate the likelihood of subjects performing certain types of behaviour (e.g. the purchase of a product) by accounting for independent variables (covariates) and confounding variables that affect such behaviour. Read More

What you are too afraid to ask about Artificial Intelligence Part II

A DSF Whitepaper
26 March 2018
Francesco Corea
Views (1313)
Comments (4)

This article follows the first piece on machine learning describing how AI interacts with neuroscience, as well as how hardware and chips are getting created and modified to be more efficient for specific AI algorithm Read More

Human Resources for Big Data Professions: A systematic Classification of Job Roles and Required Skill Sets

A DSF Whitepaper
16 March 2018
Andrea De Mauro
Views (5825)
Comments (2)

The rapid expansion of Big Data Analytics is forcing companies to rethink their Human Resource (HR) needs. However, at the same time, it is unclear which types of job roles and skills constitute this area Read More

Machine Learning: what you are too afraid to ask

A DSF Whitepaper
06 March 2018
Francesco Corea
Views (1821)
Comments (1)

This is a very basic introduction to different techniques currently used in machine learning (artificial neural networks, Particle Swarm Optimization, Evolutionary Algorithms, etc.). 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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