Efficient Tuning of Online Systems Using Bayesian Optimization
This article, written by the Facebook research team, was written by Ben Letham, Brian Karrer, Guilherme Ottoni and Eytan Bakshy. It features some of the techniques used b...
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How Salesforce Lightning can Empower Your Business
For the last 16 years, Salesforce has a consistent look and feel. In 2015, Salesforce launched its new platform, known as Salesforce Lightning. However, Salesforce user...
Intro to Grafana: Installation, Configuration, and Building the First Dashboard
Grafana is an open-source, nightly built dashboarding, analytics, and monitoring platform that is tinkered for connection with a variety of sources like Elasticsearch, In...
Bias Variance Trade Off
Deep Learning is a highly empirical domain which majorly focusses on fine-tuning the various parameters. The choice of these parameters defines the accuracy of the model....
Using Data Science and Google Cloud to Win March Madness…Well, Not Really
I suck at the NCAA March Madness® bracket selection process. I let my personal biases get in the way of making decisions based upon the numbers. I over-rate the well...
K-nn Clustering Explained in One Picture
This is a simple overview of the k-NN process. Perhaps the most challenging step is finding a k that’s “just right”. The square root of n can put you i...
Top 8 Data Science Use Cases in Manufacturing
The manufacturing business faces huge transformations nowadays. Due to rapid development of digital world and broad application of data science, various fields of human a...
Is Robotic Process Automation (RPA) Really AI?
Summary: Based on a McKinsey study we reported that 47% of companies had at least one AI/ML implementation in place. Looking back at the data and the dominance of RPA...
March Madness, KenPom and Python/Pandas.
March Madness officially arrived at 6 PM CDT, Sunday 3/17/2019. 68 D1 schools — 32 league champions and 36 at large selections — received invitations to this ...
Can Lack of Data Always Provide Valuable Insights?
Can Lack of Data Always Provide Valuable Insights? Prashanth H Southekal and Matthew Joyce Today, data – both structured and unstructured, is seen as the most valuable ...