ECT_MCHLRN - Machine Learning - Experiential Certificate

This certificate is designed to enable students to learn machine learning (ML) by combining the principles of data science with extensive hands-on experiences focused on analyzing real-world data using common machine learning approaches. Students will acquire a deep understanding of data acquisition, exploratory data analysis, feature engineering, model selection, and evaluation while mastering various machine learning algorithms. Additionally, students will learn to implement supervised and unsupervised learning techniques, including linear regression, decision trees, support vector machines, and neural networks, and to apply these techniques to real-world specialized data sets.