Google - Professional Machine Learning Engineer certification

Duration

Duration:

Only 2 Days

Method

Method:

Classroom / Online / Hybrid

Next date

Next date:

10.2.2025 (Monday)

Overview

On this accelerated Google Cloud Professional Machine Learning Engineer course, you’ll learn how to design, build, and implement the production of ML models to solve your business' challenges using Google Cloud technologies and knowledge of proven ML models and techniques.

In just 2 days, you’ll build knowledge on all aspects of model architecture, data pipeline, interaction, and metric interpretations. You’ll also learn about:

  • Infrastructure management, data engineering and security
  • Determination of when a model is deemed unsuccessful
  • Data leakage and augmentation

At the end of the course, you’ll sit the Google Cloud Professional Machine Learning Engineer exam, and achieve your certification. Through Firebrand’s Lecture | Lab | Review methodology, you’ll get access to courseware and certified instructors, and train in a distraction-free environment.

Four reasons why you should sit your course with Firebrand Training

  1. You'll be trained and certified faster. Learn more on this 2-day accelerated course. You'll get at least 12 hours a day of quality learning time in a distraction-free environment
  2. Your course is all-inclusive. One simple price covers all course materials, exams, accommodation and meals – so you can focus on learning
  3. Pass first time or train again for free. Your expert instructor will deliver our unique accelerated learning methods, allowing you to learn faster and be in the best possible position to pass first time. In the unlikely event that you don't, it's covered by your Certification Guarantee
  4. Study with an award-winning training provider. We've won the Learning and Performance Institute's "Training Company of the Year" three times. Firebrand is your fastest way to learn, with 134561 students saving more than one million hours since 2001

Benefits

Seven reasons why you should sit your course with Firebrand Training

  1. Two options of training. Choose between residential classroom-based, or online courses
  2. You'll be certified fast. With us, you’ll be trained in record time
  3. Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
  4. Pass the first time or train again for free. This is our guarantee. We’re confident you’ll pass your course the first time. But if not, come back within a year and only pay for accommodation, exams and incidental costs
  5. You’ll learn more. A day with a traditional training provider generally runs from 9 am – 5 pm, with a nice long break for lunch. With Firebrand Training you’ll get at least 12 hours/day of quality learning time, with your instructor
  6. You’ll learn faster. Chances are, you’ll have a different learning style to those around you. We combine visual, auditory and tactile styles to deliver the material in a way that ensures you will learn faster and more easily
  7. You’ll be studying with the best. We’ve been named in the Training Industry’s “Top 20 IT Training Companies of the Year” every year since 2010. As well as winning many more awards, we’ve trained and certified over 135,000 professionals
  • * For residential training only. Doesn't apply for online courses
  • ** Some exceptions apply. Please refer to the Exam Track or speak with our experts

Curriculum

Section 1: ML Problem Framing

  • Module 1: Translate business challenge into ML use case
  • Module 2: Define ML problem
  • Module 3: Define business success criteria
  • Module 4: Identify risks to feasibility and implementation of ML solution

Section 2: ML Solution Architecture

  • Module 1: Design reliable, scalable, highly available ML solutions
  • Module 2: Choose appropriate Google Cloud software components
  • Module 3: Choose appropriate Google Cloud hardware components
  • Module 4: Design architecture that complies with regulatory and security concerns

Section 3: Data Preparation and Processing

  • Module 1: Data ingestion
  • Module 2: Data exploration (EDA)
  • Module 3: Design data pipelines
  • Module 4: Build data pipelines
  • Module 5: Feature engineering

Section 4: ML Model Development

  • Module 1: Build a model
  • Module 2: Train a model
  • Module 3: Test a model
  • Module 4: Scale model training and serving

Section 5: ML Pipeline Automation & Orchestration

  • Module 1: Design pipeline
  • Module 2: Implement training pipeline
  • Module 3: Implement serving pipeline
  • Module 4: Track and audit metadata
  • Module 5: Use CI/CD to test and deploy models

Section 6: ML Solution Monitoring, Optimization, and Maintenance

  • Module 1: Monitor ML solutions
  • Module 2: Troubleshoot ML solutions
  • Module 3: Tune performance of ML solutions for training & serving in production

Exam Track

As part of this accelerated course, you’ll sit the following exam at the Firebrand Training centre, covered by your Certification Guarantee:

Google Cloud Professional Machine Learning Engineer exam

  • Duration: 2 hours
  • Languages: English
  • Exam format: Multiple-choice and multiple-select

What's Included

Your accelerated course includes:

  • Accommodation *
  • Meals, unlimited snacks, beverages, tea and coffee *
  • On-site exams **
  • Exam vouchers **
  • Practice tests **
  • Certification Guarantee ***
  • Courseware
  • Up-to 12 hours of instructor-led training each day
  • 24-hour lab access
  • Digital courseware **
  • * For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
  • ** Some exceptions apply. Please refer to the Exam Track or speak with our experts
  • *** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.

Prerequisites

There are no formal prerequisites for attending this accelerated course, however Google Cloud recommend you have a minimum of 3 years' experience with Google Cloud products and solutions.

Unsure whether you meet the prerequisites? Don’t worry. Your training consultant will discuss your background with you to understand if this course is right for you.

Reviews

Here's the Firebrand Training review section. Since 2001 we've trained exactly 134561 students and asked them all to review our Accelerated Learning. Currently, 94.64% have said Firebrand exceeded their expectations.

Read reviews from recent accelerated courses below or visit Firebrand Stories for written and video interviews from our alumni.


"Great teacher, highly recommended GCP instructor. Really enjoyed my week."
Neil Goodridge. (6.6.2023 (Tuesday) to 9.6.2023 (Friday))

"Great teacher, highly recommended GCP instructor. Really enjoyed my week."
Neil Goodridge. (6.6.2023 (Tuesday) to 9.6.2023 (Friday))

"The CISM training was well worth the money. I\''ve learned about Information Security Management at blistering speed and felt well-prepared to take the ISACA exam. Our trainer, has been absolutely fantastic throughout the experience. I look forward to applying CISM to my work and helping my clients achieve the right level of security!"
J.V., Self-employed. (4.11.2024 (Monday) to 7.11.2024 (Thursday))

"In terms of Firebrand the course and the surrounding material was easy to access. Everything was very professional."
Andrew Goodwin, Ministry of Justice UK. (28.10.2024 (Monday) to 29.10.2024 (Tuesday))

"In terms of Firebrand the course and the surrounding material was easy to access. Everything was very professional."
Andrew Goodwin, Ministry of Justice UK. (28.10.2024 (Monday) to 29.10.2024 (Tuesday))

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