Data-Driven Decisions: Explained Over a Drink

A few weeks back, over drinks with friends in Sydney, I was sitting back, holding a cold beer in my hand.

Ravan leaned over, grabbed another chilled bottle from the bucket, and offered it across the table. “Shivam, Have a beer with us.”

Shivam waved his hand dismissively, swirling the ice in his glass. “No way, yaar. Why would I switch to a light beer when I’m already drinking whiskey? Whiskey, vodka, brandy—that’s the real stuff. Beer won’t even hit the spot.”

Everyone around the table nodded in agreement. And on paper, they weren’t wrong. Beer typically sits around 4% to 5% alcohol, while whiskey sits way up at 40% to 42.8%.

Case closed, right?

I looked down at the bottle in my hand, turned to Shivam, and said, “Wait a minute. Let’s not close the case yet.”

The Question Nobody Was Asking

Everyone was comparing the percentage. Nobody was comparing the quantity.

Think about it. When you drink whiskey, how much do you actually pour? A peg is usually 30ml, sometimes 60ml if you’re generous. But when you drink beer, you are not sipping 30ml from a shot glass. You are opening a full bottle — 330ml, 500ml, sometimes 650ml.

So the real question is not “which drink has more alcohol in it.” The real question is “which drink puts more alcohol in you.”

And that, my friends, is where the data tells a completely different story.

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Public Cloud Ecosystem – How important it is

“I am moving to the cloud. I can finish it off in a snap of time, everything is available there”. I hear a lot from the customers and leaderships. I cannot blame them because it is what every Cloud Service Providers are saying.

I tell them, “ only computing moved up in the sky and we call it Public Cloud”. If you observe it from the ground zero it is true that in many cases because we have not changed our mind set , and we are not prepared enough yet. To move our workload to public cloud we must change our mind set, know the public cloud and prepare.

It is important that we build a public cloud Eco-System for every companies especially if it is Public Cloud service provider. So be it Azure or AWS, they do not do everything for you but they give you multiple options like tools to do it yourself. You still need to think about the monitoring of middle-ware, Databases and applications, backup, disaster recovery, migrations etc. Nobody wants to run just OS on a VM and monitor and backup it up but their workload. They need to move their workloads which need to leverage many other services like those mentioned above.

It may not be possible to a single team to support everything because you need bring specialization as well. If you are part of large service organizations, it makes sense to make partnership with your existing traditional team to come up with cloud-native approach to extend their support to Cloud Platform. It would help them to up-skill and at the same time company can grow faster to support dynamic requirements from customers.

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