I am have a dataset of marks and grades of 9 subjects for consecutive 3 years (each year has 3 terms) scored by about 3000 students studying in secondary education. I am looking for a data science project utilizing the above data.
I am after like predicting their future results and etc.
Thank you
First let me remind you of two philosophical quotes: John Maynard Keynes, "We all see the future with blind eyes" and Yogi Berra, "Prediction is hard, especially when it's about the future". Given that, I suggest that you look at these links,
https://projecteuclid.org/download/pdfview_1/euclid.ss/1294167961
and
https://www4.stat.ncsu.edu/~boos/var.select/lasso.adaptive.html
Pay particular attention to the oracle property. Further, this link may be helpful:
http://sgpwe.izt.uam.mx/files/users/uami/gma/R_for_dummies.pdf
The second has programs. Best, David Booth
P S Depending on your goals and data this link may be helpful:
https://www4.stat.ncsu.edu/~davidian/st732/notes.html
I am interested.
I am new in Data science and I am looking for real life project to practice the little I have been learning so far in the field.
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