Author

Yue Qi
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Staff Scientist, Data Science Technologies

Yue Qi, Ph.D., works as a staff scientist at SAS. His work includes automated machine learning modeling pipeline, artificial intelligence, interactive data visualization, and open source language integration. He has extensive experience in applying these technologies to build analytics products, and helping customers solve their most challenging business problems, especially in finance industry.

Advanced Analytics | Artificial Intelligence | Machine Learning
Yue Qi 0
Recurrent neural networks: An essential tool for machine learning

Sequence models, especially recurrent neural network (RNN) and similar variants, have gained tremendous popularity over the last few years because of their unparalleled ability to handle unstructured sequential data. The reason these models are called “recurrent” is that they work with data that occurs in a sequence, such as text