Certification Study Group - NLP & Recommendation Systems on GCP Session 5

Learn to automate ML pipelines and deploy NLP and recommendation systems effectively on Google Cloud.

Mar 23, 5:30 – 7:00 PM

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Key Themes

AICertification PrepCertification Study GroupCloudCloud HeroCloud Study JamCommunity BuildingMachine LearningRoad to Google Developers CertificationTensorFlowVertex AI

About this event

What We Will Discuss:

  1. ML Pipeline Automation & Orchestration
  2. Design pipeline.
  3. Implement training pipeline.
  4. Implement serving pipeline.
  5. Track and audit metadata.
  6. Use CI/CD to test and deploy models.
  7. ML Solution Monitoring, Optimization, and Maintenance
  8. Monitor ML solutions.
  9. Troubleshoot ML solutions.
  10. Tune performance of ML solutions for training & serving in production.

How to prepare for this session?

To enhance your certification journey, we recommend completing the MLE Learning Path courses on Google Cloud Skills Boost.

09 Natural Language Processing on Google Cloud (link)

10 Recommendation Systems on GCP (link)

Speaker

  • ChengCheng Tan

    Cheng2 Designs LLC

Organizers

  • Priti yadav

    Noddle Care Inc.

    GDG Organizer

  • Yashi Girdhar

    Software Developer, Event Manager

  • Sam Huo

    Senior Software Developer, Mentor

  • Aiswarya Saripella

    Salesforce Developer, Event Support

  • Sowndarya Venkateswaran

    Data Scientist, Instructor

  • Riya Eliza

    The University of British Columbia

    Graduate student | Mentor

  • Darshan Parikh

    Autodesk Inc.

    Android Engineer | Co - Organizer

  • Margaret Maynard-Reid

    GDG Seattle Lead Organizer

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