Machine Learning Foundations for Product Managers
Course Features
Duration
16 hours
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Beginner
Teaching Type
Self Paced
Video Content
16 hours
Course Description
Course Overview
International Faculty
Post Course Interactions
Instructor-Moderated Discussions
Skills You Will Gain
Prerequisites/Requirements
No prior knowledge of machine learning or programming experience required
What You Will Learn
Explain how machine learning works and the types of machine learning
Describe the challenges of modeling and strategies to overcome them
Identify the primary algorithms used for common ML tasks and their use cases
Explain deep learning and its strengths and challenges relative to other forms of machine learning
Implement best practices in evaluating and interpreting ML models
Course Instructors
Jon Reifschneider
Director, Master of Engineering in AI for Product Innovation, Duke University
Course Reviews
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