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

This session features Raghavendra Guttur's exploration of "Atlas," a chatbot powered by Llama2-7b with MiniLM v2 enhancements for IT support. ChengCheng Tan will discuss ML pipeline automation, monitoring, optimization, and maintenance.

Mar 23, 5:30 โ€“ 7:00 PM


Key Themes

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

About this event

What We Will Discuss:

๐—ฆ๐—ฝ๐—ฒ๐—ฐ๐—ถ๐—ฎ๐—น ๐—”๐—ฑ๐—ฑ๐—ถ๐˜๐—ถ๐—ผ๐—ป - Lightning Talk: "RAG Chatbot Development (ML Journey)" by Raghavendra Guttur, detailing "Atlas," a chatbot powered by Llama2-7b and enhanced with MiniLM v2 embeddings for IT operations support.

Content Review by ChengCheng Tan

  1. ML Pipeline Automation & Orchestration
  2. Design pipeline.
  3. Implement training pipeline.
  4. ML Solution Monitoring, Optimization, and Maintenance
  5. 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)


  • ChengCheng Tan

    Cheng2 Designs LLC


  • Raghavendra Guttur

    Dell EMC, Singapore

    Technical Director - GenAI


  • Priti yadav

    Noddle Care Inc.

    GDG Organizer

  • Yashi Girdhar

    Software Developer, Event Manager

  • Sam Huo

    Senior Software Developer, Co-Organizer

  • Sowndarya Venkateswaran

    Data Scientist, Instructor

  • Riya Eliza

    The University of British Columbia

    Graduate student | Mentor

  • Darshan Parikh

    Autodesk Inc.

    Android Engineer | Co - Organizer

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