Frame a problem as a machine learning problem or otherwise
This is not very simple to choose a machine learning method and letting it go wild on the data. Particularly, understanding the core business problem and objective of the...
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A Beautiful Result in Probability Theory
This is another spectacular property of the exponential distribution, and also the first time an explicit formula is obtained for the variance of the range, besides the u...
Confidence Intervals in One Picture
Confidence intervals (CIs) tell you how much uncertainty a statistic has. The intervals are connected to confidence levels and the two terms are easily confused, especia...
Importance of Thinking Differently…Hint: Don’t Pave the Cow Path
Moo… There is this very intriguing Enterprise Car Rental commercial on TV (I’m old school and still watch my commercials on a television) that shows a glimpse into fu...
Multivariate Outlier Detection
I was given 3 GB of Machine Generated data being fed by 120 sensors (5 records every second) in an excel format. The task in hand was to mine out interesting patterns, if...
How to save over $200k on your next machine learning project
Machine learning applications require powerful and scalable computing systems that can sustain the high computation complexity of these applications. Companies that are w...
Serving with the PyTorch model – Flask
PyTorch is known for being a clean framework, and hence it was a challenging task to achieve the production capability and flexibility needed for research. I think that t...
Digital Supply Chain: Connecting the Dots of Design to Operate SCM Processes
The supply chain of today is governed by the manufacturer, wholesaler, retailer, and businesses operating in between. Not only has the concept of a supply chain progresse...
29 Statistical Concepts Explained in Simple English – Part 12
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
IoT Trends: Know Anticipation of IoT Development & How It Shapes the Future
Internet of things (IoT) is advanced technologies among others which have completely transformed the whole world. As per the latest report by Gartner, approximately 20 bi...