Bioinformatics

Learn about data mining and machine learning, learn how to program your own artificial neuron and how to set up an entire neuronal network! A code that actually mimics a brain! This course unveils a whole new world of data analysis to you.

Topics:

  • linear and logistic models
  • k-nearest, k-means, Support Vector Machines
  • trees
  • sequence alignment
  • Artificial Neuronal Networks (CNN, LSTM, regression, segmentation, working with pre trained networks, etc)
  • Hidden Markov Models
  • Variational Bayes