DSC Webinar Series: The Promise of Natural Language Processing (NLP)
The rising popularity of Amazon Alexa and Google Home has lead people to expect when they speak to software it will understand what to do. This concept is also ascendant ...
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18 Great Articles About Predictive Analytics
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, ...
Machine Learning is Fun
This article was written by Adam Geitgey. Adam is interested in computers and machine learning. He likes to write about it. This guide is for anyone who is curious abou...
Next Generation Automated Machine Learning (AML)
Summary: Automated Machine Learning has only been around for a little over two years and already there are over 20 providers in this space. However, a new European AM...
Advanced Analytics Platforms – Big Changes in the Leaderboard
Summary: The Magic Quadrant for Advanced Analytic and ML Platforms is just out and there are some big changes in the leaderboard. Not only are there some surprising up...
Advanced Analytics Platforms – Big Changes in the Leaderboard
Summary: The Magic Quadrant for Advanced Analytic and ML Platforms is just out and there are some big changes in the leaderboard. Not only are there some surprising upg...
Free Guide: Interpretable Machine Learning
A Guide for Making Black Box Models Explainable, by Christoph Molnar. Preface Machine learning has a huge potential to improve products, processes and research. But machi...
Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets
This collection covers much more than the topics listed in the title. It also features Azure, Python, Tensorflow, data visualization, and many other cheat sheets. Additio...
Which Programming Language to Choose?
Great infographics on how to choose the right language for you to learn. Originally posted here. See also this one below, originally posted here (click on picture for bet...
When Aggregates Fail
In general, any expression of performance that applies to a department can, if the data system is configured properly, be stated in relation to individual workers. For ...