{"id":7240,"date":"2020-10-27T17:26:49","date_gmt":"2020-10-27T17:26:49","guid":{"rendered":"https:\/\/eiaschum.ca\/?post_type=product&#038;p=7240"},"modified":"2020-10-29T17:16:45","modified_gmt":"2020-10-29T17:16:45","slug":"apprentissage-automatique","status":"publish","type":"product","link":"https:\/\/eiaschum.ca\/en\/produit\/apprentissage-automatique\/","title":{"rendered":"Apprentissage automatique"},"content":{"rendered":"<p>This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.<br \/>\nTopics include: <\/p>\n<ul>\n<li>(i) Supervised learning (parametric\/non-parametric algorithms, support vector machines, kernels, neural networks).<\/li>\n<li>(ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). <\/li>\n<li>(iii) Best practices in machine learning (bias\/variance theory; innovation process in machine learning and AI). <\/li>\n<\/ul>\n<p>The course will also draw from 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