Genevieve Hayes Consulting

Twice-weekly advice to help data scientists transform their technical skills into business clout, cash, and freedom to call their own shots.

Software Engineering for Data Science

Published: Wed, 09/06/23

Many of the best data scientists have a computer science or software background. Hi, Data science sits at the intersection of Computer Science and…

The Rules of the Game

Published: Sun, 09/03/23

Even the most complicated AI model, at its heart, still comes down to patterns and rules Hi, The simplest type of AI is a rules engine - a set of if-…

It's What's Inside That Counts

Published: Wed, 08/30/23

The creators of AI-based tools are often silent about the datasets used to train them. Hi, Walk along the aisles at your local supermarket and almost…

Just Right

Published: Sun, 08/27/23

Like with Goldilocks, the best solution is typically somewhere in the middle. Hi, When you're fitting a machine learning model, one of the most…

Good

Published: Wed, 08/23/23

E -Navy SEAL Jocko Willink has a life philosophy that can be summed up in a single word. Hi, E -Navy SEAL Jocko Willink has a life philosophy that can…

Bad

Published: Sun, 08/20/23

Sucking at something is the first step towards being sorta good at something. Hi, There was a time in your life when you sucked at pretty much…

All or Nothing

Published: Sun, 08/13/23

What if you had no data at all to build a model? What if you had it all? Hi, What if you had no data at all to build a model? What sort of advice…

10,000 Lightbulbs 💡

Published: Sun, 08/06/23

Hi, When I was in Year 9, I studied Australian Geography at school (bizarrely, it was taught using a Hong Kong-centric te tbook, but that's beside the…

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