Computational and Quantitative Biology PhD

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    Machine Learning


    • TBD


    Time and Credits

    This course amounts 6 ECTS (30 hours) 


    1. Linear models for regression
    2. Linear models for classification
    3. Neural networks and deep learning
    4. Kernel Methods
    5. Graphical Models
    6. Mixture models and EM
    7. Approximate Inference
    8. Sampling methods
    9. Continuous latent variables


    • TBD

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