Machine Learning

Machine Learning Fundamentals, Four Courses Deep

University of Washington's intermediate specialization builds intelligent applications hands-on, regression, classification, and deep learning fundamentals, all reinforced with Python and real model training and deployment work across four courses.

Who it's for

Learners with some programming background who want a structured, applied path through core ML techniques rather than a purely theoretical overview of the field.

What you'll take away

• Regression, classification, and text mining techniques
• Deep learning and transfer learning fundamentals
• Model training, evaluation, and deployment in Python
• AI personalization techniques applied to real applications

With over 226,000 learners, it's one of the most-taken intermediate machine learning specializations here, a well-worn, applied path to building intelligent applications.