jansturm1 / ml-standford

Machine Learning Coursera from Standford University

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Machine Learning Coursera from Standford University

This repository includes lectures notes + Jupyter Notebooks with solutions from practical exercises.

Topic list:

  • Linear regression (exercise 1)
  • Logistic regression (exercise 2)
  • Neural Networks (exercise 3, 4)
  • Support Vector Machines (exercise 6)
  • Clustering and Dimensionality reduction (exercise 7)
  • Anomaly Detection and Recommender Systems (exercise 8)

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Machine Learning Coursera from Standford University


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