caroline-msc-ml

IntroDL revision maximum 1 week & 4 days (inc. exam)

Bio revision maximum 2 weeks (inc. exam)

• create a mind map for slides (lec 2-6) and q1's from past papers. (1hr)
• write explanations for all the nodes in the mind map. (1day)

• repeat for q2(inc. veil) and q4(inc. proftfun&miame).

• total: about 5 days worth of work.

• Make rough bullet points for project proposal

• Read Anton AIED paper + add notes

• Look through meeting notes (yes it is short, but just to refresh what to remember for project proposal)

• write bullet points (fine) for project proposal

• write project proposal
  ++ look through the methods in Sana x Duolingo paper
  ++ look through PDP paper again. understand what to do when variables can't be adjusted.

Project maximum 17 weeks

• Scoping + Literature Review: Proxy paper; Causality; Causal Inference in Statistics A Primer; Sana AIED; Off-policy evaluation; Sana x Duolingo; PDP paper (sections for when backdoor isn't satisfied).
• Research hypothesis: full question and methodology. Currently have question 1.1.
• Baseline: action evaluation model.