Google Cloud

ML Pipelines on Google Cloud

13,330 already enrolled

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Gain insight into a topic and learn the fundamentals.
3.2

(85 reviews)

Advanced level
Designed for those already in the industry
4 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
3.2

(85 reviews)

Advanced level
Designed for those already in the industry
4 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Develop a high level understanding of TFX standard pipeline components.

  • Learn how to use a TFX Interactive Context for prototype development of TFX pipelines.

  • Continuous Training with TensorFlow, PyTorch, XGBoost, and Scikit Learn Models with KubeFlow and AI Platform Pipelines

  • Perform continuous training with Composer and MLFlow

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

7 assignments

Taught in English

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Build your Machine Learning expertise

This course is part of the Preparing for Google Cloud Certification: Machine Learning Engineer Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from Google Cloud
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There are 9 modules in this course

This module introduces the course and shares the course outline

What's included

1 video1 reading

This module introduces TensorFlow Extended or TFX and covers TFX concepts and components

What's included

6 videos1 assignment

In this module, you will learn to use the TFX CLI to deploy TFX Pipelines

What's included

3 videos1 assignment

In this module, you will learn to develop a CI/CD workflow to deploy TFX pipelines

What's included

3 videos1 assignment

This module talks about using TFX Metadata for artifact management

What's included

2 videos1 assignment

This module covers continuous training with multiple SDKs, KubeFlow & AI Platform Pipelines

What's included

4 videos1 assignment

This module covers continuous training with Cloud Composer

What's included

5 videos1 assignment

This module introduces MLflow and its components

What's included

9 videos1 assignment

This module covers a recap of the course

What's included

1 video

Instructor

Instructor ratings
3.9 (23 ratings)
Google Cloud Training
Google Cloud
1,664 Courses2,750,269 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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Learner reviews

Showing 3 of 85

3.2

85 reviews

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    14.11%

  • 3 stars

    7.05%

  • 2 stars

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  • 1 star

    31.76%

BK
5

Reviewed on Sep 24, 2022

MH
5

Reviewed on Mar 6, 2021

New to Machine Learning? Start here.

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