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Data Science Short Course - Week 2: Part 1 & 2*

  • Collective Campus, Level 1 20 Queen St Melbourne, VIC, 3000 Australia (map)

*Part 2 will take place on Thursday 13th August from 6:00pm - 8:30pm

WEEK TWO: PREDICTION

  • Introduction to predictive modelling
  • Structural modelling vs machine learning
  • Predicting different data types
  • Building a predictive model using linear regression
  • Under the hood: maximum likelihood
  • Feature selection & prediction using regularised GLMs
  • A brief introduction to Bayesian modelling
  • Classification and regression trees
  • Boosted trees and Random Forests

Click HERE to enroll