L05 – Data and Learning

Contents

  • Introduction to Machine Learning and Data Mining
  • Data and Data representation
  • Common datasets
  • Types of learning problems
  • Training, validation and performance measurements
  • Tools and libraries

Recommended reading

Programming Collective Intelligence

Mining of Massive Datasets

Deep Learning

Lecture slides

Available for download here.

Recording

Is available here.

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