Overview

This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production.

Machine Learning Engineering professionals use tools for continuous improvement and evaluation of deployed models. They work with (or can be) Data Scientists, who develop models, to enable velocity and rigor in deploying the best performing models.

Skills Covered

  • Identify and use core technologies required to support effective MLOps.
  • Configure and provision Google Cloud architectures for reliable and effective MLOps environments.
  • Implement reliable and repeatable training and inference workflows.
  • Adopt the best CI/CD practices in the context of ML systems.
  • Operate deployed machine learning models effectively and efficiently.
  • Identify and use core technologies required to support effective MLOps.

 

Who Should Attend

  • Data Scientists looking to quickly go from machine learning prototype to production to deliver business impact.
  • Software Engineers looking to develop Machine Learning Engineering skills. ?ML Engineers who want to adopt Google Cloud.

 

Course Curriculum

Prerequisites

Completed Machine Learning with Google Cloud or have equivalent experience

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Course Modules

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Training Options

Intake: 21 Apr 2022
Duration: 1 Day
Guaranteed: TBC
Modality: ILT
Price:

RM2,400.00Enroll Now

RM3,280.00Enroll Now

Exam:
Intake: 21 Apr 2022
Duration: 1 Day
Guaranteed: TBC
Modality: VILT
Price:

RM2,400.00Enroll Now

RM3,280.00Enroll Now

Exam:
Intake: 1 Sept 2022
Duration: 1 Day
Guaranteed: TBC
Modality: ILT
Price:

RM2,400.00Enroll Now

RM3,280.00Enroll Now

Exam:
Intake: 1 Sept 2022
Duration: 1 Day
Guaranteed: TBC
Modality: VILT
Price:

RM2,400.00Enroll Now

RM3,280.00Enroll Now

Exam:
Intake: 2 Dec 2022
Duration: 1 Day
Guaranteed: TBC
Modality: ILT
Price:

RM2,400.00Enroll Now

RM3,280.00Enroll Now

Exam:
Intake: 2 Dec 2022
Duration: 1 Day
Guaranteed: TBC
Modality: VILT
Price:

RM2,400.00Enroll Now

RM3,280.00Enroll Now

Exam:
Intake: Available Upon Request
Duration: 1 Day
Guaranteed: TBC
Modality: ILT
Price:

RM2,400.00Enroll Now

RM3,260.00Enroll Now

Exam:
Intake: Available Upon Request
Duration: 1 Day
Guaranteed: TBC
Modality: VILT
Price:

RM2,400.00Enroll Now

RM3,260.00Enroll Now

Exam:

Exam & Certification

Professional Machine Learning Engineer.

A Professional Machine Learning Engineer designs, builds, and productionizes ML models to solve business challenges using Google Cloud technologies and knowledge of proven ML models and techniques

Training & Certification Guide

Frequently Asked Questions