Name: Video recording for MLOps isn't that hard: Modular Stack with Open-Source Tools - Codementor Events
Uploaded: 2023-09-05
Description: Gear up for a dynamic exploration into the vibrant world of (open-source) MLOps with Hamza Tahir!

_This talk is part of the **[AI Engineering Job Fair](https://www.codementor.io/events/remote-ai-job-fair-hiy7zwae7q)**. Signing up for this event will give you access to all the talks on the agenda, including the job fair._
## About the talk
Picture this: a machine learning system that's less of a riddle and more of an open book. 

With the inherent intricacies of code, models, and data, these systems are a unique challenge. Building, managing, and deploying require a dance between processes, practices, and tools that span across the machine learning solutions lifecycle.

This talk is taking it back to basics and building an end-to-end ML pipeline from the ground up. But we won't stop there. We're going further than the blueprint and scaling up to a production-ready stack. 

### This talk will cover
- Creating a complete ML pipeline, handling code, models, and data intricacies, and overcoming deployment challenges.
- Highlighting data validators, experiment trackers, and model serving tools to build an efficient production-ready ML stack.
- Effortlessly scaling from local to cloud infrastructure for seamless machine learning system expansion.


Job Fair

Remote AI Job Fair

Co-Creator @ ZenML

Hamza Tahir

LinkedIn

Twitter

Gear up for a dynamic exploration into the vibrant world of (open-source) MLOps with Hamza Tahir!

Video recording for: MLOps isn't that hard: Modular Stack with Open-Source Tools

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