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Home Artificial Intelligence

How I Transitioned from Analyst to Knowledge Scientist in Much less Than 12 Months | by Claudia Ng | Aug, 2024

Admin by Admin
August 25, 2024
in Artificial Intelligence
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Lowering Time to Worth for Knowledge Science Tasks: Half 3

Work Information Is the Subsequent Frontier for GenAI


And not using a technical background or a PhD in arithmetic

Claudia Ng

Towards Data Science

Picture by fancycrave1 from Pixabay

My knowledge science journey started with a disaster.

At 9:01am on Monday morning, my telephone buzzed with a PagerDuty alert. Instinctively, I pulled up the corporate dashboard and noticed that mortgage approval charges had doubled in a single day.

My coronary heart began pounding.

I used to be a danger analyst on the time managing a lending portfolio. Approving loans for a higher-risk phase may have a huge impact on loss charge.

Bleary-eyed, I dove into the information.

I frantically:

  • Wrote SQL queries to tug knowledge,
  • Analyzed knowledge in Python attempting to identify anomalies,
  • Appeared for patterns that might clarify the sudden spike in approval charges.

I found that one particular function within the credit score mannequin had drifted.

Seems it was a easy timezone error.

This incident marked a turning level in my profession, and was the start of my journey going from knowledge analyst to knowledge scientist.

Tags: AnalystAugClaudiaDataMonthsScientistTransitioned

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