MLOps talks I want to attend at re:Invent 2021
Talks I want to attend virtually at re:Invent 2021 include:
Machine Learning Opportunities for Underrepresented Groups
ABW001
MLOps at Amazon: How to productionize ML workloads at scale
AMZ302
Serverless ML: Machine learning without managing machines
SVS313
Large-scale distributed training of media ML models with Amazon FSx
NFX204
New technology for athletic training and live insights (sponsored by Intel)
AIM211-S 3DAT
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
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