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EVENT DETAILS |
Join our webinar via this link: https://attendee.gotowebinar.com/register/2413355861150886926
Speaker: Francesca Lazzeri, PhD, Senior Lead Machine Learning Scientist, Cloud Advocate at Microsoft https://www.linkedin.com/in/francescalazzeri/
Topic: People Analytics: How to train, explain & operationalize your HR analytics solution with Azure Machine Learning
Bio: Francesca Lazzeri, PhD is an experienced scientist & machine learning practitioner with over 12 years of both academic & industry experience. She is author of a number of publications, including technology journals, conferences, & books. She currently leads an international team of cloud advocates, developers & data scientists at Microsoft. Before joining Microsoft, she was a research fellow at Harvard University in the Technology & Operations Management Unit. Find her on Twitter: @frlazzeri & Medium: @francescalazzeri
Abstract: In this session, we will show how to train & explain an employee attrition model, & how to deploy the trained model & its corresponding explainer to Azure Container Instances (ACI). We will demonstrate the API calls that you need to make to submit a run for training & explaining a model to AMLCompute, download the compute explanations remotely, & visualizing the global & local explanations via a visualization dashboard that provides an interactive way of discovering patterns in model predictions & downloaded explanations. Finally, we will show how to use Azure Machine Learning MLOps capabilities to deploy your model & its corresponding explainer.
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