Big Picture: Statistics

Big Picture: Statistics

• Review Statistical Inference
  • Bayesian Inference
  • Gaussian Classes
  • Density Estimation
  • Discriminant Functions
  • Non-parametric Techniques: Nearest Neighbor
  • Mixture Modelling / Clustering
• Classifiers
  • Perceptrons
  • Multi-layer Perceptrons / Neural Networks

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