Python Overtakes R for Data Science and Machine Learning
This article summarizes a trend in programming languages usage, based on a number of proxy metrics. This change started to be more pronounced in early 2017: Python became...
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Data Science Simplified Part 9: Interactions and Limitations of Regression Models
In the last few blog posts of this series discussed regression models at length. Fernando has built a multivariate regression model. The model takes the following shape: ...
Data and Analytics; Don’t Trust Numbers Blindly
Data & Analytics have become main-stream. Executives and their boards are increasingly starting to question whether their organizations are truly realizing the full v...
AI as a Catalyst Across Most Cycles of the IoT
This article was written by Roger Strukhoff and Sophie Turol. A scary rate of IoT data growth: The Internet of Things (IoT) is covering the gamut of industries: health...
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...