How to do fastai - Study plans & Learning strategies

Update

Created a separate beginner focussed version of this in Part 1 2020 category here and also made it into a wiki. I do not have permission since only the admin can make the opening post as wiki .

@muellerzr - I think this topic would be super useful to who are new to Top Down approach & getting started with the course. Could we make the top post as wiki or create a beginner focused version of it?

Not sure if you are an admin though.

Draft

Pass 1

Most of us would be at this level.

  • Watch the lecture once for high-level ideas

    • Capture the high-level ideas & concepts (Big Picture)
    • Review the questionnaire provided and try attempting to answer based on your understanding (It’s okay if you cannot answer all.)
  • Engage with lesson material

    • Read and Run the cells in the notebook. Add comments to the cell and explain what the cell does in your own words. If you do not understand, add a TODO on it.
    • use doc(THING_I_WANT_TO_KNOW_MORE) eg: doc(untar_data), ?? untar_data
    • Create the notes and an outline [1]
  • Complete the HomeWork specific to Lesson (For eg Lesson 1)

    • read the chapter corresponding to the lesson

Pass 2 - Detailed Engagement

  • Re-run the notebook but re-write every line one by one
  • Execute each one and explain what the code cell is doing & why it is doing that in your own words.
  • Watch the lecture again for more detail
  • Try to complete the questionnaire this time if you cannot answer all the questions at the previous level
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