SRE Mindset for MLOPs: A talk in late 2022 about problems in MLOPs

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

 

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

 

AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity: 

https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true

 

Essentials of MLOps with Azure and Databricks: https://www.linkedin.com/learning/essentials-of-mlops-with-azure-1-introduction/essentials-of-mlops-with-azure

 

O'Reilly Book:  Implementing MLOps in the Enterprise

 

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/

 

O'Reilly Book: Developing on AWS with C#: A Comprehensive Guide on Using C# to Build Solutions on the AWS Platform

https://www.amazon.com/Developing-AWS-Comprehensive-Solutions-Platform/dp/1492095877

 

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

 

Subscribe to 52 Weeks of AWS Podcast:  https://52-weeks-of-cloud.simplecast.com

 

View content on noahgift.com: https://noahgift.com/

 

View content on Pragmatic AI Labs Website: https://paiml.com/

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