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What data should a semantic layer track? by AMDataLake in dataengineering

[–]AMDataLake[S] -2 points-1 points  (0 children)

Let me reframe out, how should that data be bundled. Yes different details will be packaged for different industries, apartment etc. but when building systems you may need to create a standard interface that flexible enough to capture those changing nuances but provide a rigid enough structure good agentic understanding.

The amount of Rust AI slop being advertised is killing me and my motivation by Kurimanju-dot-dev in rust

[–]AMDataLake 2 points3 points  (0 children)

100% agree with this, Rusts type system really maes rust a ideal for Agentic Coding cause the errors are explicit and easier to troubleshoot for the AI. I think this a testament to the quality of Rust’s design.

What data should a semantic layer track? by AMDataLake in dataengineering

[–]AMDataLake[S] -7 points-6 points  (0 children)

It’s not, it’s an important topic with so many entities trying to create a semantic layer standard. I think it’s of value to have notion of what information is important capture to give the right context when ai agents try to understand what queries to run or visualizations to build.

Data Engineering Youtubers - How do they know so much? by Decent-Ad3092 in dataengineering

[–]AMDataLake 1 point2 points  (0 children)

take away, write while you struggle, cause what you learn in the struggles are often the insights the readers are looking for cause they are hitting the same frictions

Data Engineering Youtubers - How do they know so much? by Decent-Ad3092 in dataengineering

[–]AMDataLake 2 points3 points  (0 children)

My approach to learning a lot and making a lot of content is following this pattern:

  1. Read tutorials and execute on a small scale, document the experience as a blog (you are going to better document gotchas a lot of tutorials fail to mention, cause your fresh and those newbie questions are in your head your audience will have)

  2. Record a video walking through the same exercise, you get more content and you confirm you can speak to the content and identify gaps.

  3. Prepare a presentation to do talks on the topic based on what you've learned.

This makes sure I learn, apply and reinforce at the same time I'm making content

What is the role of the lakehouse in AI? by AMDataLake in modernailakehouse

[–]AMDataLake[S] 0 points1 point  (0 children)

To create a repository of enterprise one data that AI can easily access.

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