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Course - Convolutional Neural Networks with Applications in Medical Image Analysis

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Introduction to machine learning

Contains five machine learning exercises:

  • Polynomial regression in scikit-learn
  • Regression in scikit-learn on the Boston house-prices dataset
  • Classification in scikit-learn on the UCI Wine recognition dataset
  • Clustering and dimensionality reduction in scikit-learn using Fisher's Iris dataset
  • Hand-written digit classification in scikit-learn and Keras using the MNIST dataset

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