Forecasting with Lead Regression
Our client was a pioneering company in producing and delivering Roof Shingles. Their main plant in Minnesota and they have around 25 more plants across US. Client impleme...
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Bayesian Machine Learning
Bayesian Machine Learning (part – 1) Introduction As a data scientist, I am curious about knowing different analytical processes from a probabilistic point of view....
Why Beauty Industry is Betting Big On Chatbot Technology
In the beauty industry, chatbots are seen to solve much more than tangible problems. During the initial phase, its usage was straightforward and cautious – Personal...
Deep learning Data Sets for Every Data Scientist
Machine Learning has seen a tremendous rise in the last decade, and one of its sub-fields which has contributed largely to its growth is Deep Learning. The large volumes ...
Python Software for Clustering
In an earlier description of clustering algorithms we described an algorithm by which locally optimum partitions and center of gravity of multi-dimensional vectors/points...
Comparing Classifiers: Decision Trees, K-NN & Naive Bayes
A myriad of options exist for classification. In general, there isn’t a single “best” option for every situation. That said, three popular classificatio...
The Divergence Index: A new polarization measure for ordinal categorical variables
In the statistical literature, for ordinal types of data, are known lots of indicators to measure the degree of the polarization phenomenon. Typically, many of the widely...
Automated Machine Learning (AML) Comes of Age – Almost
Summary: Forrester has just released its “New Wave™: Automation-Focused Machine Learning Solutions, Q2 2019” report on leading stand-alone automated machine learn...
Oil & Gas and IoT: The Trio That Takes the Modern Society to a New Level
The domestic economy gets directly and indirectly impacted by the Oil and Gas Industry. It is pretty much noticeable that the oil and gas prices directly affect the econo...
Disposable Technology: A Concept Whose Time Has Come
Imagine…imagine that you have been challenged to play Steph Curry, the greatest 3-point shooter in the history of the National Basketball Association, in a game of 1...