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Tuesday, June 25 • 5:00pm - 5:35pm
Machine Learning CI/CD Using Jupyter Notebook and Serverless Functions

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Machine Learning CI/CD Using Jupyter Notebook and Serverless Functions

Deploying machine learning models from training to production requires companies to deal with the complexity of moving workloads through different pipelines and re-writing code from scratch.

Yaron Haviv will explain how to automatically transfer models from Jupyter notebook to scale-out serverless functions for event-driven and real-time applications. He will also address versioning challenges, showing how serverless functions can enable developers to update machine learning models and code together as a single versioned entity. Participants will learn how to work with a continuous development and deployment pipeline through a deep walkthrough and interactive demos.

Speakers
avatar for Yaron Haviv

Yaron Haviv

CTO, Iguazio
Yaron Haviv is a serial entrepreneur who has deep technological experience in the fields of big data, cloud, storage and networking. Prior to Iguazio, Yaron was the Vice President of Datacenter Solutions at Mellanox, where he led technology innovation, software development and solution... Read More →


Tuesday June 25, 2019 5:00pm - 5:35pm
05 AI | ML | DL | Artificial Intelligence Room 209