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Advancing Spark - The Rise of GenBI with Databricks AI/BI and Genie

  Рет қаралды 3,004

Advancing Analytics

Advancing Analytics

Ай бұрын

Generative BI - definitely sounds like a new hype term that will be bandied around at every opportunity, but what does it actually mean? If we're looking at a new wave of Gen-AI driven BI tools, how does this change how people interactive with data?
In this video Simon takes a look at the new AI/BI product from Databricks, specifically the fairly magical Genie - giving users a ChatGPT-like interface directly over the data within Unity Catalog. Taking this, not as a direct replacement for dashboards, but as another tool for specific scenarios and personas, just how profound an impact are tools like this going to have on BI as a whole?
For more info around AI/BI - check out the docs here: docs.databrick...

Пікірлер: 12
@prasun12377
@prasun12377 Ай бұрын
Looks promising, do they provide any sort of APIs to integrate with external tools?
@AdvancingAnalytics
@AdvancingAnalytics Ай бұрын
Hrm, good question, haven't looked to see if we can call it externally. I'll keep an eye out - expect a video if it's possible!
@jandrees8190
@jandrees8190 Ай бұрын
Sold on GenBI 🙂
@Milhouse77BS
@Milhouse77BS Ай бұрын
Microsoft Q & A never really caught on. We'll see how this does.
@AdvancingAnalytics
@AdvancingAnalytics Ай бұрын
Yeah, but Q&A you had to be very precise with your language - to the point of having to know the data model and a specific way of phrasing questions. Lots of people tried it and didn't get on with it because it didn't feel natural, or had hidden expected knowledge. This definitely feels a lot more open and engaging - but the showing of SQL etc might still put some people off. It's a big step closer, so I'm excited to see if it grabs people more than Q&A - Simon
@pesetskyps
@pesetskyps Ай бұрын
Impressive, databricks is missing one piece to nail it, they need the semantic model on top of tables, same as data source in power bi. Then it can fly
@AdvancingAnalytics
@AdvancingAnalytics Ай бұрын
During the Data + AI Summit they announced "Metrics" - reusable business level calculations stored in Unity Catalog. We don't have much to share on it right now, but could well be a step towards filling in that gap, if they get it right!
@brads2041
@brads2041 Ай бұрын
If data literacy is no longer necessary, who validates an answer from the AI?
@AdvancingAnalytics
@AdvancingAnalytics Ай бұрын
Oof, don't get me wrong, Data Literacy is still INCREDIBLY important - this just helps us to move the technical barrier for some, and increase self-reliance for others. Certainly interesting questions come up around how we test/monitor accuracy in these systems over time, going to be an exciting time as companies wrangle with these problems!
@Milhouse77BS
@Milhouse77BS Ай бұрын
Oh, I thought this was medallion one, but they should be good too because I’m not impressed with what I saw in “duhbricks”demo the other week
@williamedmett7357
@williamedmett7357 7 күн бұрын
So if your data is perfectly staged and perfectly documented and modeled, then someone who knows how to ask a correct question will get a dataset from a genned query.
@AdvancingAnalytics
@AdvancingAnalytics 5 күн бұрын
Yes to the perfectly staged & documented, not necessarily to the "knows how to ask". That was the limitation with Power BI's Q&A, this is a LOT more forgiving with how the question is phrased compared to previous tools we've seen
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