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Customer Experience Automation – Benefits and Best Practices

NobelBiz

Customer Experience Automation can encompass a range of technologies such as AI and Machine Learning, Chatbots and IVR Systems, Data Analytics and Insights. Predictive analytics: Leveraging data analytics to anticipate customer needs and behaviors, enabling proactive engagement and personalized experiences.

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Predict football punt and kickoff return yards with fat-tailed distribution using GluonTS

AWS Machine Learning

With advanced analytics derived from machine learning (ML), the NFL is creating new ways to quantify football, and to provide fans with the tools needed to increase their knowledge of the games within the game of football. Furthermore, we looked at the probability of a touchdown and probability plots to evaluate calibration.

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Face-off Probability, part of NHL Edge IQ: Predicting face-off winners in real time during televised games

AWS Machine Learning

We explored nearest neighbors, decision trees, neural networks, and also collaborative filtering in terms of algorithms, while trying different sampling strategies (filtering, random, stratified, and time-based sampling) and evaluated performance on Area Under the Curve (AUC) and calibration distribution along with Brier score loss.