Submissions for MLOps November edition

On ML workflows, tools, automation and running ML in production

This project is accepting submissions for MLOps November conference edition.

The first edition of the MLOps conference was held on 23, 24 and 27 July. Details about the conference including videos and blog posts are published at https://hasgeek.com/fifthelephant/mlops-conference/

Contact information: For inquiries, contact The Fifth Elephant on fifthelephant.editorial@hasgeek.com or call 7676332020.

Hosted by

The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more

Srinivasa Rao Aravilli

@aravilli

MLOps patterns to address Machine Learning Models deterioration in production

Submitted Jul 7, 2021

In this talk, I will present

  • Typical Life cycle of ML Models
  • Discuss about an use case ( Defects Detection in software source code) using ML/DL
  • Patterns used in non-production deployment of ML/DL Models before deploying models in production
  • Tools used to measure and monitor ML models performance/accuracy in production and non-production
  • Patterns used to address ML Models deterioration

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Hosted by

The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more