MLOps Essentials Model Development and Integration

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1:30:49

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01.01-getting started with mlops.mp4

01:04

01.02-scope and prerequisites.mp4

03:37

02.01-machine learning life cycle.mp4

02:16

02.02-unique challenges with ml.mp4

03:29

02.03-what is devops.mp4

02:01

02.04-what is mlops.mp4

03:59

02.05-principles of mlops.mp4

02:33

02.06-when to start mlops.mp4

03:40

03.01-selecting ml projects.mp4

02:38

03.02-creating requirements.mp4

04:13

03.03-designing the ml workflow.mp4

02:46

03.04-assembling the team.mp4

02:48

03.05-choosing tools and technologies.mp4

02:04

04.01-managed data pipelines.mp4

04:05

04.02-automated data validation.mp4

02:01

04.03-managed feature stores.mp4

02:33

04.04-data versioning.mp4

02:21

04.05-data governance.mp4

03:36

04.06-tools and technologies for data processing.mp4

01:07

05.01-managed training pipelines.mp4

03:42

05.02-creating data labels.mp4

03:20

05.03-experiment tracking.mp4

02:56

05.04-automl.mp4

04:16

05.05-tools and technologies for training.mp4

00:53

06.01-model versioning.mp4

01:22

06.02-model registry.mp4

02:21

06.03-benchmarking models.mp4

03:37

06.04-model life cycle management.mp4

02:55

06.05-tools and technologies for model management.mp4

01:12

07.01-solution integration pipelines.mp4

02:03

07.02-notebook to software.mp4

04:01

07.03-solution integration patterns.mp4

03:30

07.04-best practices for solution integration.mp4

01:02

08.01-continuing on with mlops.mp4

00:48

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.