Machine Learning in Fintech – Demystified
Abstract – Big data helps to make strategy for future and understand user behaviors. In 1959, Arther Samuel gave very simple definition of Machine Learning as “a Fi...
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Comprehensive Repository of Data Science and ML Resources
Here a list of resources, mostly in the form of tutorials, covering most important topics in data science: This resource is part of a series on specific topics related t...
Reinforcement Learning Part 3 – Challenges & Considerations
Summary: In the first part of this series we described the basics of Reinforcement Learning (RL). In this article we describe how deep learning is augmenting RL and a...
Where Pictographs Beat Bar Charts: Proportional Data
Pictographs are exceptionally good for some types of data. In this post, I show how useful they are for displaying proportions (e.g. rates, percentages, fractions). Look ...
A Standard to build Knowledge Graphs: 12 Facts about SKOS
These days, many organisations have begun to develop their own knowledge graphs. One reason might be to build a solid basis for various machine learning and cognitive com...
Why Cognitive Systems should combine Machine Learning with Semantic Technologies
Will Artificial Intelligence make subject matter experts obsolete? Imagine you want to build an application that helps to identify wine and cheese pairings. Who will perf...
Judgements: A Potential Threat To Models Everywhere
Data Science and Law are in a lot of ways vastly different; however they do have a few things in common: both professions rely heavily on historical data and patterns . C...
The Triple-layered Reporting Architecture
By JIANG Buxing In conventional reporting architecture, a reporting tool is connected directly to data sources, without a data computing layer in between. Most of the t...
Machine Learning – The brain of Digital Transformation
We are all familiar with machine learning in our everyday lives. Both Amazon and Netflix use machine learning to learn our preferences and provide a better shopping and m...
Machine Learning – The brain of Digital Transformation
We are all familiar with machine learning in our everyday lives. Both Amazon and Netflix use machine learning to learn our preferences and provide a better shopping and m...