Data Academy Subscription > Data with R > Dimension Reduction
Course Description
This course presents techniques for dimension reduction. You will apply different dimension reduction techniques, execute market basket analysis using Apriori algorithm, and perform principal component analysis (PCA) on a dataset.
Requirements
  • This course assumes prior programming knowledge in R and a basic knowledge of mathematical concepts, including exponents, square roots, means, and medians.
Instructor:
Bert Gollnick
Bert Gollnick has a Diploma in Aerospace Engineering and has pursued MSc in Economics. He is also a Data Scientist and has 10 years of experience in R. He is also an online trainer for Data Science and Machine Learning.