MACHINE LEARNING · 6 WEEKS · 164 LESSONS
Google Cloud Professional Machine Learning Engineer
Hands-on ML engineering with Google Cloud
This course provides in-depth training on machine learning engineering concepts, tools, and techniques using Google Cloud Platform. You will gain hands-on experience building end-to-end ML solutions in the cloud.
01 — What learners say
Real feedback from real learners.
“The Rust Fundamentals course was fantastic for formalizing my base Rust knowledge. It was well-paced for both beginner and experienced developers.”
“The course was incredibly informative and well-structured. I gained practical skills that immediately applied in my work, making it a highly valuable learning experience.”
“The course on AI Fundamentals is not only engaging but also practical. Having worked with AWS before, the way it explained Azure cncepts made switching seamless and easy to grasp.”
“I can say that it's a great series of courses for those who are looking to practical MLOps knowledge.”
“This course got clear videos, exercises, and questions, and there are extra resources too. When you're done, you'll have a solid foundation to dive into topics like DevOps or ML.”
02 — Why this course
What you'll walk away with.
This course provides in-depth training on machine learning engineering concepts, tools, and techniques using Google Cloud Platform. You will gain hands-on experience building end-to-end ML solutions in the cloud.
Implement MLOps workflows on GCP
Leverage tools like BigQuery, AI Platform, and TPUs
Containerize models as microservices
Monitor and maintain models in production
03 — Syllabus
6 weeks, 164 lessons total.
- Course intro
- Terminology
- Ai enabled Workflows
- Ai builds AI
- Mlops scale Github
- Key terms
- Course intro
- Terminology
- Cloud Workspace advantage
- Continuous delivery
- Containerized Microservices
- Key terms
- Course intro
- Terminology
- Onboard GCP
- Colab intro
- Life Expectancy EDA
- Key terms
- Course intro
- Terminology
- Tensorflow Playground
- Overfitting Underfitting
- Selecting Metrics
- Key terms
- Course intro
- Terminology
- Bigquery prompt engineering
- Vertexai intro
- Key terms
- Lab
- Course intro
- Terminology
- Data Drift Taleb
- Load testing Locust
- Auditing logs
- Key terms
04 — For teams
Custom training for your company.
We're ready to deliver this and other courses to your team. We accommodate different requirements and are flexible with seat count.
- +Bulk pricing available
- +Customizable content
- +Ready to start on your schedule
05 — Individual access
Simple, straightforward pricing.
Full platform access — every current and future course — priced so cost isn't what decides whether you learn.
No commitment required. Cancel anytime.