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ML Observability Workshop Series

Virtual , United States

Taking a model from research to production is hard — and keeping it there is even harder! As more machine learning models are deployed into production, it’s imperative to have the right skillset to monitor, troubleshoot, and explain model performance. That’s why Arize is hosting an ML Observability Workshop Series to help data scientists and ML practitioners gain confidence taking their models from research to production.

Each week, we will cover a key area of ML Observability and practical applications. You will gain a hands-on understanding of how to identify where a model is underperforming, troubleshoot model and data issues, and how to proactively mitigate future degradations.

Upon completion of this series, you will receive a ML Observability Fundamentals acknowledgement for your new skills!

MLOps Day 2 Summit: Monitor, Observe, Explain

Virtual , United States

So you deployed a model. Now what? The AI Infrastructure Alliance’s Day 2 Summit gives you the answers you need to keep those models running smoothly. Hear from the top platforms dedicated to the world of Machine Learning Monitoring, Observability and Explainability

Build trust in models in production with ML observability and performance tracing

Virtual , United States

Taking a model from research to production is hard — and keeping it there is even harder! As more machine learning models are deployed into production, it is imperative to have tools to monitor, troubleshoot, and explain model decisions. Join Amber Roberts, Machine Learning Engineer at Arize AI, in an overview of Arize AI’s ML...

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Virtual , United States

Drift Happens, featuring Jiazhen Zhu of Walmart Global Tech

Virtual , United States

Join us Thursday April 21st, 4pm ET/ 1pm PT for Drift Happens, Arize’s weekly video chat where our host Amber Roberts will discuss ML use cases, best practices in model development and model deployment, as well as troubleshooting models in production with industry’s top MLEs and Data Scientists. Jiazhen Zhu is a Senior Data Engineer...

Drift Happens

Virtual , United States

Join us Thursday April 14th, 4pm ET/ 1pm PT for Drift Happens, Arize’s weekly video chat where our host Amber Roberts will discuss ML use cases, best practices in model development and model deployment, as well as troubleshooting models in production with industry’s top MLEs and Data Scientists.   This week we are joined by...