AWS Certified Machine Learning – Specialty (MLS-C01) Cert Prep: 4 Machine Learning Implementation and Operations

سرفصل های دوره

Join MLOps expert and CTO Noah Gift to learn all about data engineering and prepare for the machine learning implementation and operations portion of the AWS Certified Machine Learning – Specialty (MLS-C01) certification. This domain involves building machine learning solutions that are performance, available, scalability, resiliency, and fault tolerant. Noah explains using AWS environment logging and monitoring, building error monitoring, and using multiple regions and multiple AZs. He goes over how to use AMI/golden images and docker containers. Noah covers auto-scaling groups, as well as rightsizing instances, volumes, and provisioned IOPS. Plus, he shows you how to use load balancing and follow AWS best practices.

This course was created by Noah Gift. We are pleased to host this training in our library.

01 - Overview-mls-c01-cert-prep-4-machine-learning-implementation-

02 - AWS environment logging and monitoring-mls-c01-cert-prep-4-ma

03 - Multiple regions, multiple AZs-mls-c01-cert-prep-4-machine-le

04 - Reproducible workflows-mls-c01-cert-prep-4-machine-learning-i

05 - AWS flavored DevOps-mls-c01-cert-prep-4-machine-learning-impl

06 - Provisioning EC2-mls-c01-cert-prep-4-machine-learning-impleme

07 - Compute choices-mls-c01-cert-prep-4-machine-learning-implemen

08 - Provisioning EBS-mls-c01-cert-prep-4-machine-learning-impleme

09 - AWS AI machine learning services-mls-c01-cert-prep-4-machine-

10 - Principle of least privilege (PLP)-mls-c01-cert-prep-4-machin

11 - Integrated security-mls-c01-cert-prep-4-machine-learning-impl

12 - SageMaker workflow-mls-c01-cert-prep-4-machine-learning-imple

13 - Predictions with SageMaker Canvas-mls-c01-cert-prep-4-machine

14 - Retraining models-mls-c01-cert-prep-4-machine-learning-implem

15 - Summary-mls-c01-cert-prep-4-machine-learning-implementation-a

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تولید کننده: LinkedIn Learning (Lynda)