TAML Bootcamp Part 3/6

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Date and Time 
September 21, 2022
10:00am to 12:00pm
Location 
Hybrid
Audience 
Faculty/Staff
Students
Event Sponsor 
Stanford University Libraries

This is a hybrid event. Please register for each part separately.

TAML Bootcamp Part 3 / 6

In Part 3, you will learn basic machine learning terminology and practice its application through:

  • An ordinary least squares (OLS) regression "by hand" example
  • A logicstic regression example

You will also learn how to prepare text for use in machine learning algorithms through use of:

  • Document encoding
  • Dotument-term matrix
  • Bag of words model
  • Term-frequency inverse document frequency (TF-IDF)

Workshop materials:

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