Monday, December 22, 2025
Education STEM

Understanding buckets, bins, categorization (1/3)

In this multi-series of blog, I’ll touch on different ways to categorize data in buckets, or bins, and summarize in meaningful ways. Some will use Pivot Tables, some will not. But we’ll cover 3 common scenarios. Let’s start with the first… The Scenario We have a 120K+ rows of data on wine bottle prices and […]

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Analytics Coding Education STEM

Forecasting with Seasonality & Linear (Time-Series)

In one of my earlier blogs, I used linear forecasting method to predict a team’s scores in the future. While that was darn close to reality (when we checked with actual results), it did not mathematically account for fluctuations or seasonality and the outcome was always linear. In this blog, I show another method (that […]

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Analytics Coding Education STEM

Simulating coin-toss in Excel

Most of us know that theoretically, there’s a 50-50 chance of getting a “head” from an unbiased coin-toss. There are numerous implementations and simulations done in virtually all programming languages around this age-old ‘riddle’. In this blog, I share a simple but very effective simulation in Excel. Here’s the simulation: As you can see, I’m […]

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STEM Work

There’s no formula for that! Grab a snippet of data-set.

Often I find myself working with a subset of the full dataset for experimentation, trials, and exemplification. For instance, my dataset may have 33,000 records but I want to work with about 100 records first in a separate sheet. Sure, I could (as most do) select the desired columns and continue to scroll down to […]

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Education STEM Work

GOTO conference in Amsterdam: Agile

Although the message was delivered about the misinterpretations of Agile back in 2015, few heeded. Or perhaps few could hold back the ocean of this profitable industry with a broom while the proponents pushed a new framework as a methodology to the panicky companies entering the hashtag#programmanagement hashtag#agile 21st century. This clip is of Pragmatic […]

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