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 data for featur...
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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 to the ...
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, m...
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....
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...
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...
Why The Aviation Industry Needs to Hurry Up With IoT Implementation
With their billions of annual captive customers, one would think that airports, and by logical extension, airlines, were prime candidates for the implementation of the In...
10 Required Non-technical Skills for a Data Scientist
“Data Science(DS)” is nothing new but the term itself and the recent level of interest in it. As a practice it has commercially (not academically) existed for...
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...