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Does anyone can suggest me what to do? I recently joined oracle as a staff Consultant supposed to work as a Java developer but working on their utility framework. I don't have any interest in this. I want to work on Java with springboot development projects.Oracle India
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Thought this was interesting. Across 160 teams of researchers, just about all failed to make good life outcome predictions on things like GPA, evictions, layoffs, and others. Data followed 4.5k families across 15 years, with 13k features (varied over time). Haven't looked at it directly yet, but will be turning the docs and data inside out... In the meantime, authors claim this as showing the limits of ML. Oh, and it's published in PNAS, so you know there's some big publication energy there.
https://www.pnas.org/content/117/15/8398
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You can’t do innovative work until the data is cleaned, stored, organized, aggregated, QAed, possibly visualized, etc
The insights is what gets the glory but 90% of the leg work is getting the data ready for the insights.
How?
Identify what kind of advice or experience leads customers to keep their accounts with you, or upgrade to more expensive services. Ideally in a very micro-targeted way, recognizing that what works for Tom might not work for George or Sarah. Ironically it also probably has only a loose linkage to actual investment performance.
See that's my point. Clients most care about investment performance and whilst there maybe some players that can deliver superior performance using powerful D&A, it doesn't necessarily change the customer proposition.