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