Software Development Skills in ML/AI
In this episode, our Senior Content Advisor Q McCallum met up with
Murium Iqbal from Etsy. They spoke about an important skill for
data scientists: software development! Data scientists write a lot
of code, sure, but few of them come from a formal softwar
30 Minuten
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vor 3 Jahren
In this episode, our Senior Content Advisor Q McCallum met up with
Murium Iqbal from Etsy. They spoke about an important skill for
data scientists: software development! Data scientists write a lot
of code, sure, but few of them come from a formal software dev
background. That can lead them to struggle with slow, buggy code
that ultimately holds back the company's ML efforts. Want to write
cleaner, more performant code? Looking for ways to make those model
deployments more reproducible? Listen to Murium and Q explore
topics such as writing tests, using Docker to isolate dependencies,
and learning best practices from your software developer teammates.
Murium Iqbal from Etsy. They spoke about an important skill for
data scientists: software development! Data scientists write a lot
of code, sure, but few of them come from a formal software dev
background. That can lead them to struggle with slow, buggy code
that ultimately holds back the company's ML efforts. Want to write
cleaner, more performant code? Looking for ways to make those model
deployments more reproducible? Listen to Murium and Q explore
topics such as writing tests, using Docker to isolate dependencies,
and learning best practices from your software developer teammates.
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