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Deployment of AI Models Bootcamp – Call for Participation Info Session

July 16 @ 1:00 pm - 2:30 pm

Join us on Tuesday, July 16, 2024 from 1:00 PM – 2:30 PM EST for the kickoff of our newest project, the Deployment of AI Models Bootcamp. This bootcamp is experimental and designed to guide you through the essential steps of integrating and deploying machine learning models in live production environments.

We are considering a two-phase project beginning in late Summer. The first phase will consist of a Learn Phase where the latest deployment methods will be introduced to participants. This will be followed by a Build Phase where over three intensive full-day bootcamp sessions, participants can apply the methods to real-world AI use cases and work towards deploying an AI model.

Deploying AI models involves preparing models to handle real-world data efficiently and ensuring their ongoing performance. Deployment is essential for operational AI solutions, scalability, performance and reliability, and delivering business value. This bootcamp will focus on a tentative set of topics such as cloud deployment, horizontal vs. vertical scaling, load balancing, continuous integration / continuous deployment for ML, version control for models, auto-scaling, model retraining and updating.

Key Benefits of Participation:

  • Hands-On Learning: Engage in practical, real-world exercises and use reference implementations to solidify your understanding of the deployment of AI models
  • Expert Guidance: Benefit from the insights and advice of industry experts and experienced facilitators.
  • Comprehensive Coverage: Gain knowledge on a wide array of topics, from setting up infrastructure to monitoring performance.
  • Collaborative Environment: Work on your specific use cases and receive personalized feedback in a supportive setting.

Take advantage of this opportunity to advance your team’s ability to deploy AI models, ensuring they deliver optimal business value to your organization.

Note: This Call for Participation Info Session date is tentative and may change due to various project dependencies.

Disclaimer: This event is open to Vector Sponsors, Vector Fastlane Companies, and invited health partners only. Any registration that is found not to be a Vector Sponsor, Vector Fastlane Company or invited health partner will be asked to provide verification and, if unable to do so, will not be able to attend the event. Please contact events@vectorinstitute.ai with any questions.