GCP Data & Machine Learning

After completing the GCP Data and ML path you’ll have the core skills that you’ll need to ingest, store and analyse data on GCP. You’ll start by learning the basics of how GCP works, what its foundational services are and how they fit together. From there you’ll learn the foundations of machine learning and get hands on with compute, networking, storage, and admin services on which your data solutions will be built as you prepare for your Associate Cloud Engineer certification. You’ll take things to the next level by deep diving into GCPs AI and Database services and get into the nitty gritty of building data solutions on GCP by preparing for your Professional Data Engineer certification. To crown it off you’ll gain GCP development skills to better deploy and manage your data pipelines.These flexible paths let you skip what you know and start at the appropriate lesson, whether you're a total beginner or looking to take your skills to the next level. And like all ACG learning, these paths have a major focus on practical learning using hands-on labs.

Not sure where to start? We’ll guide you through the exact skills you need to gain to progress from novice to guru across a variety of cloud specialties.

These paths are flexible, so you can hop in where you’re comfortable and start at the appropriate level, whether you’re a total novice or looking to take your skills to the next level. And as with all ACG learning, there’s a major focus on gaining practical experience through Hands-on Labs.

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8 Hands-on Labs

10 Hands-on Labs
  • Google Certified Associate Cloud Engineer
  • Google Certified Professional Data Engineer
  • Google Certified Professional Cloud Developer

Learn by Doing

Our learn-by-doing method gets you hands-on with the cloud, so you can build practical experience that sticks.
85% of our learners say they retain more when they learn by doing.


Cloud Playground

Learn by doing with live Cloud Playground AWS, Azure and GCP sandboxes. Cloud along with courses, test ideas, and prep for exams.


Practice Exams

Pass on the first try. Prep for certifications with practice exams that mimic the real thing. And get personalized pointers on how to improve.


Hands-on Labs

Learn new skills faster and get your hands cloudy with thousands of real, guided labs on all things cloud from novice to guru.

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