Six Key elements MLOps

Channel:
United States Pragmatic AI Labs
Subscribers:
17,700
Published on ● Video Link: https://www.youtube.com/watch?v=OMv3lkB5W20


Duration: 2:30:17
862 views
40

Learn about six key elements of MLOPs based on the best-selling book Practical MLOps

Topics include:

* Source Code Management

* Continuous Integration and Continuous Delivery

* Development Environment

* Deploy Environment

* Microservices including Flask and FastAPI

* Business Logic If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis : https://www.amazon.com/gp/product/B0992BN7W8


Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

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#mlops #microservices #fastapi #aws #python #cloud



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