96317 Applied Artificial Intelligence: All participants

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1/1. Prof. Itay Chowers - AI in Ophthalmology

8/1. Introduction, Classification

15/1. Learning 1 - Loss, Train Errors, and Optimization

Exercise 1 - Basic analysis and classification

22/1. Learning 2 - Model selection, Generalization, Cross Validation

7/2 (Wed). From Discrete Classes to Continuous Regression Models

Exercise 2 - Regression, Regularization, and model selection

12/2. Prof. Leo Joskowicz - Deep Learning in Medical Image Analysis

19/2. Unsupervised Clustering

26/2. Dimensionality Reduction, Visualization

Exercise 3 - Unsupervised learning

28/2 (Wed). Artificial Neural Networks, and Missing Data

4/3. Dr. Gabi Stanovsky - Natural Language Processing in Medicine

Exercise 4 - AI ideas project