Your Guide to Natural Language Processing (NLP)
How machines process and understand human language Everything we express (either verbally or in written) carries huge amounts of information. The topic we choose, our to...
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900 Most Popular DS & ML Articles in 2018
Not all these contributions were from 2018, but the few selected below were among the most visited in 2018. Some were heavily featured, so it does not mean that they repr...
Universal Method to Sort Complex Information Found
This article was written by Kevin Hartnett. The nearest neighbor problem asks where a new point fits into an existing data set. A few researchers set out to prove that th...
Pancake: A Python package for model stacking
In a previous post, I have provided a discussion of model stacking, a popular approach in data science competitions for boosting predictive performance. Since then, the ...
The AI/ML Opportunity Landscape in Healthcare. Do It Right or It Will be More of a Mine Field.
Summary: Despite hundreds of projects and thousands of data scientists devoted to bringing AI/ML to healthcare, adoption remains low and slow. A good portion of this ...
22 Great Articles About Neural Networks
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, ...
15 Articles and Tutorials about Outliers
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, c...
Misuses of Statistics: Examples and Solutions
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, c...
Open-source Logistic Regression FPGA core for accelerated Machine Learning
Machine learning algorithms are extremely computationally intensive and time consuming when they must be trained on large amounts of data. Typical processors are not opti...
Workload Optimized Compute Servers Are Creating the Need for Converged Clusters
Pooled, also referred to as “converged”, clusters in a unified data environment support disparate workload better than separate, siloed clusters. Vendors now provide ...