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.
Dieser Kurs ist Teil der Spezialisierung Spezialisierung AI Product Management
von
Spezialisierung AI Product ManagementDuke UniversityÜber diesen Kurs
No prior knowledge of machine learning or programming experience required
Könnte Ihr Unternehmen von Mitarbeiterweiterbildungen für gefragte Kompetenzen profitieren?
Probieren Sie Coursera for Business ausKompetenzen, die Sie erwerben
- Data Science
- Artificial Neural Network
- Machine Learning
- Predictive Analytics
- Modeling
No prior knowledge of machine learning or programming experience required
Könnte Ihr Unternehmen von Mitarbeiterweiterbildungen für gefragte Kompetenzen profitieren?
Probieren Sie Coursera for Business aus
Lehrplan - Was Sie in diesem Kurs lernen werden
What is Machine Learning
The Modeling Process
Evaluating & Interpreting Models
Linear Models
Bewertungen
- 5 stars78,01 %
- 4 stars15,60 %
- 3 stars2,12 %
- 2 stars1,41 %
- 1 star2,83 %
Top-Bewertungen von MACHINE LEARNING FOUNDATIONS FOR PRODUCT MANAGERS
Very good but also very technical. Refresh your math :-)
The training provides a good overview of ML concepts. At the same time pre-project data quality review and initial data analysis could have a more extensive coverage from my point of view
Good Explanations of the concepts and very good presentation notes.
A very clear introduction to the 'types' of Artificial Intelligence and other necessary concepts required in dealing with AI.
Über den Spezialisierung AI Product Management
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