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Regular version of the site

Curriculum

MDNA Curriculum

Electives:

  • Introduction to Text Mining with R
  • Text Mining - Advanced Concepts
  • Advanced Time-Series Analysis
  • Applied Linear Models II
  • Dimensionality Reduction Methods
  • Categorical Data Analysis
  • Statistical Consulting
  • Covariance Structure Analysis: Advanced Models
  • Introduction to Nonparametric Statistics
  • Introduction to Bayesian Methods
  • Advanced Applications of Bayesian Analysis
  • Data Mining
  • Advanced Probability Concepts and Stochastic Processes
  • Machine Learning - Basic Concepts
  • Neural Networks and Advanced Concepts