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Advanced Machine Learning

Michael Ashcroft

Topics Covered

  • Statistical Machine Learning Theory
  • Analysis and Evaluation of Statistical Models
  • Analysis of Data
  • Supervised Learning - Artificial Neural Networks
  • Supervised Learning - Kernel Methods
  • Unsupervised Learning - Clustering
  • Unsupervised Learning - Topic Modeling
  • Feature Engineering
  • Missing Data
  • Basic Reinforcement Learning
  • Basic Semi-Supervised Learning
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Time
16 hours
Via
FutureLearn
Institutions
The Open University
Persontyle
Instructor
Michael Ashcroft
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