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Hi Dear friends,
Iam planning to do certification that don't have no programming AND IT SHOULD have very good scope inmarket and able to switch within tcs with high package, please suggest me that kind of certification.TIA 🙏 Accenture Infosys IBM Amazon Tata Consultancy Bosch Group Hexaware Technologies PwC India Oracle Hitachi
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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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Visual Storyteller
Python is simply the code/language aspect. And knowing R in addition as well as C+ can help, but there a slew of packages you can run in Python to support. Generally, statistical knowledge is a big part of the “science,” so p values, linear regression, and other aspects helps the value interpretation. Then look into containerization (k8s, etc.) and the mechanics that support (Docker, Jenkins, Jupyter notebooks, etc.), then also the CI/CD aspects (GitHub is now being used more frequently for this). Then there’s the ML side of it: transformers, models, C/T/GPUs, NNs, and blah blah blah.
This all assumes you have a general understanding of data ins and outs as well as DB management (ETL processes, SQL, and so much more).
Good luck.
I see why you have visual storyteller! that was a great introductory view
Just a 10 week bootcamp