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Susan Kahler
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Global Product Marketing Manager, SAS

Susan is a global product marketing manager at SAS, focused on helping customers explore the possibilities of SAS Viya. With a Ph.D. in Human Factors and Ergonomics, she brings a unique perspective on how people learn, work and interact with technology. Her background spans user-centered design, product management, customer insights and operational risk, giving her a practical view of how analytics can improve experiences and drive better outcomes.

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Video: Image embedding using deep learning with Python (DLPy) and SAS Viya

An embedding model is a way to reduce the dimensionality of input data, such as images. Consider this to be a type of data preparation applied to image analysis. When an embedding model is used, input images are converted into low-dimensional vectors that can be more easily used by other computer vision tasks. The key to good embedding is to train the model so that similar images are converted to similar vectors.

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