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neuro-data-science / neuro_data_science

An open course in neural data science
GNU General Public License v3.0
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Create a high-level outline of topics covered #13

Open choldgraf opened 7 years ago

choldgraf commented 7 years ago

Here we'll keep track of the topics covered in course material, and agree upon a final structure for the course. I'll update this high-level comment as new ideas are given. Right now this reflects the python material.

  1. Basics
    • Simple statistics - Comparing two datasets
    • Exploring raw data
    • Quantifying uncertainty
  2. Modeling
    • Connectivity
    • Latent variables and decompositions
    • Intro to linear models and bootstrapping
    • Advanced data modeling