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.
Este curso forma parte de Programa especializado: AI Product Management
Ofrecido Por
Programa especializado: AI Product ManagementUniversidad DukeAcerca de este Curso
No prior knowledge of machine learning or programming experience required
¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?
Prueba Coursera para negociosHabilidades que obtendrás
- Data Science
- Artificial Neural Network
- Machine Learning
- Predictive Analytics
- Modeling
No prior knowledge of machine learning or programming experience required
¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?
Prueba Coursera para negocios
Ofrecido por
Programa - Qué aprenderás en este curso
What is Machine Learning
The Modeling Process
Evaluating & Interpreting Models
Linear Models
Reseñas
- 5 stars78,01 %
- 4 stars15,60 %
- 3 stars2,12 %
- 2 stars1,41 %
- 1 star2,83 %
Principales reseñas sobre MACHINE LEARNING FOUNDATIONS FOR PRODUCT MANAGERS
A very clear introduction to the 'types' of Artificial Intelligence and other necessary concepts required in dealing with AI.
Very good courses that clearly and precisely covered the foundation concepts for machine leaning!
Great course. Clear, informative, and cited numerous real-world examples to help learners grasp seemingly abstract concepts.
Very good but also very technical. Refresh your math :-)
Acerca de Programa especializado: AI Product Management
Preguntas Frecuentes
¿Cuándo podré acceder a las lecciones y tareas?
¿Qué recibiré si me suscribo a este Programa especializado?
¿Hay ayuda económica disponible?
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