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Anup Satyal

Data Science

I’m Bayesed and I know it

If you’re too young to realize where the title reference comes from, I’m gonna make you lose your mind. It has something to do with parties and rocks and anthems. Actually, no, I just want you to have a good time so I’ll instead ask you to take a look at the title picture. What did you notice?

Mental Models - Behavioural Economics

Why you need Mental Models in Data Science

I am back to the usual routine: morning coffee with Python, lunch with Machine Learning and dinner with Spark. If you are expecting me to talk about either one of these topics, you should stop reading because this week I am talking about Charlie Munger.

Data Science

Grandma’s Guide to Data Preparation (The missing pancetta)

I usually speak to my Grandma on Thursdays. True to tradition, we did so this past week. As soon as she picked up the phone, she first asked me if I had eaten and only then if I was doing well. Ah Grandmas! I told her about the recent heatwave in Europe and how France recorded its highest temperature (EVER) on Friday. Sure, the temperature is an irrelevant detail for me to tell you, but, like Big Data, it is very relevant for the future of humanity! Anyways, we continued the rest of the conversation from where it had ended last week.

data science

Grandma’s Guide to Data Preparation

“You do not really understand something unless you can explain it to your grandmother.” We’ve all heard a variant of this quote, often credited to Albert Einstein. In technology circles, it implies the difficulty of explaining cutting edge advances to the layperson. This is the first of a series of posts in which I will try to explain concepts in Big Data as I understand them and as if I were at a dinner table explaining my understanding to my Grandmother.