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Author: Charles Durfee

Computer Science student with a passion for data science and artificial intelligence.
Machine Learning Posted onJanuary 3, 2019

How to Develop a Snapshot Ensemble Deep Learning Neural Network in Python With Keras

Author: Jason Brownlee Model ensembles can achieve lower generalization error than single models but are challenging to develop with deep learning neural networks given the […] Read More

Machine Learning Posted onJanuary 3, 2019

Machine learning algorithms enable physical activity data to be re-identified – Health Data Management

Author: Machine learning algorithms enable physical activity data to be re-identified  Health Data Management By leveraging machine learning algorithms, it is possible to re-identify physical activity […] Read More

Machine Learning Posted onJanuary 1, 2019

Impact of Dataset Size on Deep Learning Model Skill And Performance Estimates

Author: Jason Brownlee Supervised learning is challenging, although the depths of this challenge are often learned then forgotten or willfully ignored. This must be the […] Read More

Machine Learning Posted onJanuary 1, 2019

An Executive’s Guide To Understanding Cloud-based Machine Learning Services – Forbes

Author: An Executive’s Guide To Understanding Cloud-based Machine Learning Services  Forbes Machine learning platforms are one of the fastest growing services of the public cloud. Unlike […] Read More

Data Science Posted onJanuary 1, 2019

Good Feature Building Techniques and Tricks for Kaggle

Author: Dan Clark A selection of top tips to obtain great results on Kaggle leaderboards, including useful code examples showing how best to use Latitude […] Read More

Data Science Posted onJanuary 1, 2019

Tutorial on Variational Auto Encoder in Pytorch 1.0

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Data Science Posted onJanuary 1, 2019

5 Predictions about Data Science, Machine Learning, and AI for 2019

Author: William Vorhies Summary:  Here are our 5 predictions for data science, machine learning, and AI for 2019.  We also take a look back at […] Read More

Data Science Posted onDecember 31, 2018

Updating NLP/NLU correlation matrix datasets

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Data Science Posted onDecember 31, 2018

Weekly Digest, December 31

Author: Vincent Granville Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for […] Read More

Machine Learning Posted onDecember 30, 2018

How to Develop a Stacking Ensemble for Deep Learning Neural Networks in Python With Keras

Author: Jason Brownlee Model averaging is an ensemble technique where multiple sub-models contribute equally to a combined prediction. Model averaging can be improved by weighting […] Read More

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