machine learning engineering

3 statements across 1 episodes · 3 bullish · 0 bearish · 1 people on the record · first statement Apr 24, 2024 by Jason Liu · across every show →

Everything said about machine learning engineering, oldest first

Apr 24, 2024 positive
Insight
Liu: Define explicit conditions for revisiting negative machine learning experiment results
“Like what you should write down is like, here are the conditions. This is the inputs and the outputs we tried the experiment on. And then one thing that's really valuable is basically writing down under what conditions would I revisit these experiments?”
Jason Liu Apr 24, 2024 ▶ 48:04 High Agency Pydantic over VC Backed Frameworks — with Jason Liu of Instructor
Apr 24, 2024 bullish
Prediction Not checkable as stated
Liu: Data science skill sets will outvalue traditional machine learning engineering
“I think a lot more data science is going to come in versus machine learning engineering, because a lot of it now is just quantifying, like, what does the business actually want as an outcome, right?”
Jason Liu Apr 24, 2024 ▶ 1:01:10 High Agency Pydantic over VC Backed Frameworks — with Jason Liu of Instructor
Apr 24, 2024 positive
Insight
Liu: Agency drives machine learning experiment volume; experience filters wasteful trials
“So, agency lets you sort of capture the volume of experiments, and, like, experience lets you figure out, like, oh, that other half, it's not worth doing.”
Jason Liu Apr 24, 2024 ▶ 46:53 High Agency Pydantic over VC Backed Frameworks — with Jason Liu of Instructor
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