Ashwin Kamath

@shagility Thanks for having me!

@aleksizy Cool!

I got around to do some writing around changes in statistical economics. Would welcome your thoughts. magis.substack.com/p/datanomics?u…

@spectredata @nheudecker @data_mesh_learn Thanks for having me @nheudecker @data_mesh_learn

Thanks to @nheudecker for featuring our CEO @avkdata on the latest @data_mesh_learn interview. Tune in to learn how to reliably deliver data and create a safety net for data quality issues. youtube.com/watch?v=yEOEPH… #data #datamanagement #DataScience

6/ This of course brings up an important question. How have people implemented data contracts in practice?

5/ It would be chaos.

Been seeing a lot of discussion about data contracts 💼lately and had some thoughts. In short, data contracts are a requirement for critical, production-grade data. 🧵👇

@YaakovBressler Hmm more like data pipeline dependencies

@avkdata Like relational data dependencies?

Has anyone else been stuck in data dependency hell?

@Mohith7548 Stops working after 10s of gb size data unfortunately, ram requirements are too high. Anything for data warehouse based data?

🧐 Why has no one made an automated data profiler yet? It could accelerate hours and hours of manual exploratory data analysis

@metaltoad If you know such a tool, please reach out.

@metaltoad The initial stages of exploratory data analysis are very formulaic - understanding null rates, missing data, cardinality, etc. We would love a tool that we could just point at an s3 bucket containing a structured dataset, and get back these data characteristics.

So true! At a minimum save your notebooks and scripts someplace safe

Hot off the press! 🗞 How To Restructure Your Organization For The Data Engineering Revolution #data #ai #ml #digitaltransformation #dataengineering #automation spectredata.com/post/how-to-re…

Reach out to learn how you can leverage third-party data with NLP. @spectredata spectredata.com

Amazing news! Hugging face is single handedly changing the widespread impact of large scale NLP model distribution. We recently integrated a couple of their classifiers into the Spectre Data Platform with incredible ease. #ML #NLP #AI #Data