How GenAI Tools Have Changed My Work as a Data Scientist | by Jonte Dancker | Jan, 2025

An overview of the 4 use cases and 6 GenAI tools I use

(Image by the author)

It has been slightly more than two years since ChatGPT came out and started the hype around GenAI. Since then many things have happened. GenAI tools came and went. The ones that stayed became better and better, extending to more use cases.

Over the last year, I began to integrate some GenAI tools more and more into my daily work. I tried different GenAI tools and different use cases.

In this article, I will share how GenAI tools help me in my daily work. I will share what GenAI tools I use, and how they have changed my work as a Data Scientist. I will talk about how they have increased my productivity and also some words of warning.

Generally, I use GenAI tools for many things as they allow me to

• increase my productivity in some areas
• focus on the important and hard stuff that adds value
• increase the quality of my work
• learn faster and easier

I am more productive as I can iterate faster and try more things as I do not need to write all the code myself. As GenAI tools take over some of the easy but time-consuming parts of my work, I have more time to spend…

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