Data scientists, you can’t not-know APIs & Dockers
We must have read tons of literature on developing analytics models and finding information/insights out of data blob. Majorly this activity can run stand alone on your s...
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Would Bayesian approaches improve COVID-19 forecasts?
Data Scientists worldwide are forecasting about COVID Mostly, they are doing excellent work. But still, most forecasts vary widely That’s not to say that they are inacc...
Covid-19 Modeling: Impact of Missing Data and Ignoring Key Features
Many data scientists and epidemiologists have developed various models and predictions, mostly alarming ones. Here I discuss issues that make most of these analyses meani...
5 Ways to Empower Your Team and Scale Innovation
Martin Hughes, MBA Director for J.E. Cairnes School of Business & Economics at the National University of Ireland Galway, recently asked me to present to his MBA clas...
COVID19: Question-Answering Model using BioSentVec Embedding
Introduction As we see COVID19 affected 1.5M people globally and 100k deaths, the worldwide AI research community are trying help medical commun...
Comparing Regression Lines with Hypothesis Tests
This article was written by Jim Frost. How do you compare regression lines statistically? Imagine you are studying the relationship between height and weight and want to ...
How to Get Your First Data Science Job: Go Dog Sledding
If you plug “statistics interview questions” into a search engine, you’re going to get hundreds of questions and answers. And if your interview is loomi...
Automatic Differentiation in 15 Minutes — video tutorial with application in machine learning and finance
Recorded in Bloomberg’s London offices in November 2019: slides here...
Technical Periods of COVID-19 Fatality Data and the Relevance of Asymptotic Baselines
While I was laid off due to the new Coronavirus, I created a computer application called Little Blue Pearl (LBP) – named after our planet. Although I was recalled a...
How Organizations Can Leverage Design Thinking to Avoid “Least Worst” Options
Trying to gain organizational alignment on the best path forward on a critical product or organizational decision is overly difficult. Product-centric, inside-out organ...