Beginning with supervised learning ... deep Learning topics Explain which machine learning models are best applied to machine learning tasks based on the data’s properties Build and evaluate machine ...

A thorough understanding of Linear Algebra and Vector Calculus, and strong familiarity with the Python programming language ... optimization for machine learning and deep learning. Using a range ...

Prior deep learning experience (e.g. ELEC_ENG/COMP_ENG 395/495 Deep Learning Foundations from Scratch ) and strong familiarity with the Python programming language ... sections from the author’s ...