Analytics Articles 2018-04-07T11:59:42+00:00

Complex Analytics Articles

AnalyticsArticles

Human-Machine Relation

Human Machine Relation There is currently much debate surrounding the relationship between humans and smart systems. Such questions span the full spectrum from practical considerations...

AnalyticsArticles

Data-Driven Organizations

Data-Driven Organizations The information and knowledge revolution is creating a new form of economy right before our eyes. Within just the space of a single generation, we will switch from an...

AnalyticsArticles

Smart Systems Security

Smart Systems Security The rise of smart systems represents a natural evolution of our information technology but with this next generation of information systems, we are both vastly expanding...

AnalyticsArticles

Autonomous Agents

Autonomous Agents This next generation of computing that we have been discussing involves a degree of agency on the behalf of computers. With machine learning, computers have the capacity to take...

AnalyticsArticles

Smart Platforms

Smart Platforms Coupled with the rise of this next generation of computing has been the expansion of cyber-physical systems. With the Internet of Things, devices, objects, and all type of...

AnalyticsArticles

Smart Systems

Smart Systems Since the rise of the internet, we have found ourselves living in two seemingly parallel worlds, one the familiar physical world the other this growing world of information. But...

AnalyticsArticles

Limitations of Algorithms

Limitations of Algorithms For better or worse our world is in the midst of a silent algorithmic revolution. Many of the decisions that humans once made are being handed over to mathematical...

AnalyticsArticles

Deep Learning

Deep Learning Deep nets are the current state of the art in pattern recognition, but they build upon a decades-old technology of neural networks talked about in the past module. It took many...

AnalyticsArticles

Neural Networks

Neural Networks Artificial neural networks are computing systems inspired by the biological neural network of the brain. Such systems can progressively improve their ability to do tasks and...

AnalyticsArticles

Machine Learning Approaches

Machine Learning Approaches Machine learning is a challenging area of computer science and engineering and there are many different approaches to building machine learning systems. As yet there...

AnalyticsArticles

Machine Learning Overview

Machine Learning Overview At a recent Google Cloud conference Rob Craft product lead for Cloud Machine Learning got up on stage and told the crowd that quote1 “On words of nine years ago we...

AnalyticsArticles

Cloud Algorithms

Cloud Algorithms The term algorithm is currently making a meteoric rise to fame. A geeky term that was previously confined to the world of mathematicians and software engineers is making its way...

AnalyticsArticles

Data Privacy

Data Privacy With information technology, we have gone from a world that was private by default, to a world that is public by default. In a pre-digital world, our lives were primarily private by...

AnalyticsArticles

Dataism

Dataism The explosion in the production of Big Data, along with the development of new analytical methods, is leading many to argue that a data revolution is underway that has far-reaching...

AnalyticsArticles

Data-Driven Decision Making

Data-Driven Decision Making When Hurricane Katrina was about to hit the coast of the United States a large retailer did a study to prepare themselves by asking what products they might sell out...

AnalyticsArticles

Dark Data

Dark Data The digital universe – consisting of all the data we create annually – is currently doubling in size every 12 months. According to research by IDC, it is expected to reach...

AnalyticsArticles

Big Data

Big Data Big data is a term that has come to be used in reference to data structures that are diverse, complex, and of a massive scale. Although the term has been in use since the 1990s it is...

AnalyticsArticles

Datafication

Datafication Datafication refers to the fact that we are looking at more and more things and using technology to render them into a data format.1 Simply said, it is about taking previously...

AnalyticsArticles

Complex Analytics

Complex Analytics Analytics is all about using data to answer questions, however how we approach doing this is very much dependent upon the complexity of the system we are dealing with and the...

Loading...
Yes No