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lakillo / room-3-scoping-exercise

Scoping exercise for Turing Research Data Science course
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Methods #9

Open lakillo opened 1 year ago

lakillo commented 1 year ago

Deep learning.

frecal commented 1 year ago

Is it possible that any other algorithm may be more suitable?

cmxwu commented 1 year ago

are there better models for time series data? XGBoost? autocorrelation function? History of data?

lakillo commented 1 year ago

Deep learning probably overkill!

lakillo commented 1 year ago

1) Can the technical team speak to domain experts / visit / connect with them to help with overcoming knowledge gaps? (we can probably rely on the postdoc for domain knowledge) 2) What are the expectations from using deep learning specifically? (recommend using a simpler approach) a) can we use ML over DL b) will there be domain expertise to help us extract the features? c) what compute facilities are needed