The Case for a New “Final Frontier” in Data Analytics
This article has been contributed by Alain Louchez (Georgia Tech Research Institute) The Internet of Things already integrates a new phase beyond prescriptive analytics....
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Comparison Between Global Vs Local Normalization of Tweets, and Various Distances
In the previous example we used clustering to see if an apparent pattern exists within Brexit tweets. We found out that we have three distinct patterns, the leave, the...
Machine Learning vs. Traditional Statistics: Different philosophies, Different Approaches
“Machine Learning (ML)” and “Traditional Statistics(TS)” have different philosophies in their approaches. With “Data Science” in the f...
Sentiment Analysis of Movie Reviews (3): doc2vec
This is the last – for now – installment of my mini-series on sentiment analysis of the Stanford collection of IMDB reviews (originally published on recurrentnull.wor...
Context Matters When Text Mining
Context Matters When Text Mining Many times the most followed approach can result in failure. The reason has more to do with thinking that one approach works in all cas...
Sentiment Analysis of Movie Reviews (2): word2vec
This is the continuation of my mini-series on sentiment analysis of movie reviews, which originally appeared on recurrentnull.wordpress.com. Last time, we had a look at...
47 New External Data Science / Machine Learning Resources and Articles
Starred articles are candidates for the picture of the week. A comprehensive list of all past resources is found here. We are in the process of automatically categorizin...
Accelerated Computing and Deep Learning
Guest blog post by Jen-Hsun Hunag, Founder, President and CEO at NVIDIA, Originally entitled “The Intelligent Industrial Revolution”. A New Era of Computing...
[Cheat Sheet] Python Basics For Data Science
The use of Python as a data science tool has been on the rise over the past few years: 54% of the respondents of the latest O’Reilly Data Science Salary Survey i...