Class Topics on Machine Learning and its Applications

LG1. The ability of organization and planning, the ability of analysis and synthesis, the ability to solve problems and make decisions, the ability to work in a team, the ability to put in practice the theoretical knowledge acquired and the ability to develop new ideas.   LG2. Regarding the technical component, at the end of the course, the student should be able to discuss the main topics and concepts, such as: Master Machine Learning on Python Have an overview of many Machine Learning models Make accurate predictions and powerful analysis Make robust Machine Learning models Create strong added value to your business using Machine Learning Introduce specific topics like Reinforcement Learning and Deep Learning Handle advanced techniques like Dimensionality Reduction Build several Machine Learning models and understand how to combine them to solve a problem.