Skip to content

Files

Latest commit

c889222 · Jun 8, 2016

History

History
27 lines (16 loc) · 532 Bytes

README.md

File metadata and controls

27 lines (16 loc) · 532 Bytes

Time Series & Catagorical

  1. loading data from tables (excel files, csvs)

  2. cleaning misformed data and missing values

  3. filtering data using keywords and logical constraints

  4. computing summary statistics

  5. aggregating data via pivot tables

  6. visualizing timeseries:

    • delta plots for collections + envelope
    • #collections by year

Machine Learning

  1. Normalization

  2. Projection

  3. Clustering (unsupervised learning)

  4. Classification (supervised learning)