Advanced Supervised Learning: Decision Trees and Random Forests
This lecture introduces some advanced machine learning algorithms: decision trees, random forests and boosted trees. These algorithms achieve state-of-the-art performance on many...
Advanced Supervised Learning: Deep Neural Networks
Many of the most impressive recent breakthroughs in machine learning have been made possible by the development of deep neural networks. We...