why aren't all 10 resolved? a statement only gets an assessment when the public
record can support or contradict it. opinions and what-ifs never can, and 0 checkable
ones are still open, waiting for their date. predictions held up or didn't;
assertions are supported or contradicted. on every card:
▮▮▮▮▮ certainty ·
▮▮▮▮▮ debate potential. speakers are clickable
Insight
Stancil: Companies should hire social science graduates for data analytics roles
“If you want to find these folks, there's a really good place to look which is hiring social scientists. So social scientists are trained to think this way. They are analytical thinkers without some of the technical and quantitative background that a lot of STE…”
Insight
Benn Stancil: Data orchestration should be deadline-driven rather than task-triggered
“The way we've built DAGs are kind of like, when do I start the, like, when do I kick over the first one, and then we line it up such that we hope the thing arrives at the end. And the way it would make more sense to me is you just tell the thing, I need this t…”
Insight
Benn Stancil: Self-serve data tools provide access, not analysis
“It is strictly like a data access tool. It doesn't tell you what to do with that data after the fact. It doesn't actually tell you how to analyze it. And so this access is not analysis.”
Insight
Stancil: Knowing SQL and charts doesn't make someone a data analyst
“Me knowing SQL and me knowing how to create a chart doesn't make me an analyst any more than knowing Photoshop makes me a designer.”
Insight
Stancil: Mode is a BI tool built for people who dislike traditional BI
“It is a BI tool basically, but a BI tool built for people who don't like BI.”
Insight
Stancil: Being data-driven means strategic decision-making, not dashboards
“And so, ah, a very uncontroversial statement for this group is probably that data driven means it is not dashboards and daily emails to execs, ah, it is decision making and strategic analysis.”
Insight
Stancil: Unverified data analysis quickly turns into hard-to-erase corporate myths
“Things that may or may not be true end up becoming part of the culture, and it's very hard to get rid of it once they're there.”
Insight
Stancil: Technical data skills are learnable, analytical thinking is harder to teach
“They're gonna need SQL skills, they're gonna, they might need Python or R skills, they'll need something like Excel but those things are learnable, whereas I think, like, the way of thinking is often harder to teach.”
Insight
Stancil: Data roles divide into machine-automation modelers versus human-decision analysts
“There's folks who build models to help machines make decisions, and there's folks who, like, build charts and help people, humans make decisions at a much lower frequency.”
Insight
Stancil: Practice problems and tutorials fail to build real analytical skills
“I think that, that it's basically find problems that you're interested in and try to answer questions about it. That the, if you take a bunch of practice problems, it doesn't really work. It doesn't stick.”