NATURAL LANGUAGE PROCESSING
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News Articles Categorization
Automatic Categorization of news based on their contents.
News are classified in different categories (tech, business, accident, …) using NLP techniques.
Entity Extraction and Linking
Extraction of the major entities expressed in a document and their linkage to a knowledge base.
Introduction to Machine Learning
Intensive introduction to the basic Machine Learning models including: Linear Regression, Lasso, Ridge, Logistic Regression, KNN, Decision Tree, Support Vector Machines, Naive Bayes, K-means, Hierarchical ClusteringBrochure (IT)
Introduction to Fully Connected Neural Networks, Convolutional Neural Networks and Recurrent Neural NetworksBrochure (IT)
Reinforcement Learning, Regularization, Object Detection, Segmentation, …