The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Data Science on AWS with Chris Fregly and Antje Barth - #490

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

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Enhancing Model Performance with Multi-Armed Bandit Strategies

This chapter explores advanced deployment strategies in machine learning, emphasizing multi-armed bandit techniques for optimizing model performance. The discussion includes a reference architecture utilizing DynamoDB and Kinesis to track experiments and the significance of dynamic traffic shifting for maximizing efficiency.

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