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This presentation covers the work done at T-Mobile to use R and Keras to develop machine learning models for natural language processing. It show how the successful deployment of R has changed the customer experience.
After having R in production for a year at T-Mobile, the R models were being hit a million time a day. This talks covers the lessons learned from scaling R up in production in an enterprise setting.
Successful machine learning models are built on the foundation of large volumes of high-quality training data. Amazon SageMaker Ground Truth significantly reduces the effort required to create datasets for training. Learn how companies like T-Mobile are using Amazon SageMaker Ground Truth.