Fast Forward transformation with SPARK
Fast forward transformation process in data science with Apache Spark Data Curation : Curation is a critical process in data science that helps to prepare… Read More »Fast Forward transformation with SPARK
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Price Optimisation Using Decision Tree (Regression Tree) – Machine Learning
INTRODUCTION TO THE RESEARCH QUESTION The research was conducted to find out what price maximises profit without sacrificing the high demand for the product due… Read More »Price Optimisation Using Decision Tree (Regression Tree) – Machine Learning
11 Great Hadoop, Spark and Map-Reduce Articles
This reference is a part of a new series of DSC articles, offering selected tutorials, references/resources, and interesting articles on subjects such as deep learning,… Read More »11 Great Hadoop, Spark and Map-Reduce Articles
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. There is… Read More »The Case for a New “Final Frontier” in Data Analytics
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… Read More »Comparison Between Global Vs Local Normalization of Tweets, and Various Distances
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 forefront getting lots of attention and interest, I… Read More »Machine Learning vs. Traditional Statistics: Different philosophies, Different Approaches
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… Read More »Sentiment Analysis of Movie Reviews (3): doc2vec
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… Read More »Context Matters When Text Mining
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… Read More »Sentiment Analysis of Movie Reviews (2): word2vec
