Introduction

Content

• Machine Learning Problems

  • Classification, Regression, Annotation
  • Forecasting
  • Novelty detection

• Data

  • Labeled, unlabeled
  • Semi-supervised, transductive, responsive environment, covariate shift

• Applications

  • Optical character recognition
  • Bioinformatics
  • Computational advertising
  • Self-driving cars
  • Network security

Videos

This is unedited video straight from a Lumix GF2. It should help as a supplement with the slides.