In this first course of the AI Product Management Specialization offered by Duke University's Pratt School of Engineering, you will build a foundational understanding of what machine learning is, how it works and when and why it is applied. To successfully manage an AI team or product and work collaboratively with data scientists, software engineers, and customers you need to understand the basics of machine learning technology. This course provides a non-coding introduction to machine learning, with focus on the process of developing models, ML model evaluation and interpretation, and the intuition behind common ML and deep learning algorithms. The course will conclude with a hands-on project in which you will have a chance to train and optimize a machine learning model on a simple real-world problem.
Ce cours fait partie de la Spécialisation AI Product Management
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Spécialisation AI Product ManagementUniversité DukeÀ propos de ce cours
No prior knowledge of machine learning or programming experience required
Votre entreprise pourrait-elle bénéficier de la formation des employés à des compétences recherchées ?
Essayez Coursera pour les affairesCompétences que vous acquerrez
- Data Science
- Artificial Neural Network
- Machine Learning
- Predictive Analytics
- Modeling
No prior knowledge of machine learning or programming experience required
Votre entreprise pourrait-elle bénéficier de la formation des employés à des compétences recherchées ?
Essayez Coursera pour les affaires
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Programme de cours : ce que vous apprendrez dans ce cours
What is Machine Learning
The Modeling Process
Evaluating & Interpreting Models
Linear Models
Avis
- 5 stars76 %
- 4 stars17,60 %
- 3 stars1,60 %
- 2 stars1,60 %
- 1 star3,20 %
Meilleurs avis pour MACHINE LEARNING FOUNDATIONS FOR PRODUCT MANAGERS
Very tough course. I don't think it's for beginner Level.
A very clear introduction to the 'types' of Artificial Intelligence and other necessary concepts required in dealing with AI.
Very good but also very technical. Refresh your math :-)
Very good courses that clearly and precisely covered the foundation concepts for machine leaning!
À propos du Spécialisation AI Product Management
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