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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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...
Training for Context: The Importance of Word2Vec
We’ve all experienced the great data rush as companies push to use analytics to drive business decisions. After all, the proliferation of data and its intelligent analy...
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 we fix Smart City deployments using AI, Cloud and Video?
Introduction I spoke at the iot expo on AI and smart cities in London this week Smart cities have been around for more than a decade The overall numbers for Smart citie...