LEARNING PATH

AWS Machine Learning

After completing the AWS Machine Learning path you’ll have the core skills that you’ll need to design and deploy machine learning solutions on AWS. You’ll start by learning the basics of how AWS works, what its foundational services are and how they fit together. From there you’ll begin to specialise by gaining a fundamental understanding of how machine learning works as well as, Python, the programming language that you’ll primarily be using. Next, you’ll build the skills to build and manage the underlying infrastructure and environment that your machine learning workloads will run on, culminating in sitting one of the most valuable AWS certification exams, the Certified Solutions Architect - Associate. You’ll crown it off by going deeper into machine learning tools like Jupyter Notebooks and by preparing for the Machine Learning Specialty certification.These paths are flexible so you can skip what you know 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 is a major focus on practical learning through 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.

video: #105 – Data Engineer
video: AWS This Week on A Cloud Guru

5 Hands-on Labs
video: The Cloud is a Scam | Corey Quinn

3 Hands-on Labs
  • AWS Certified Cloud Practitioner
  • AWS Certified Solutions Architect – Associate
  • AWS Certified Developer – Associate
  • AWS Certified Machine Learning – Specialty
  • AWS Certified Database – Specialty
  • AWS Certified Solutions Architect – Professional
  • AWS Certified Data Analytics – Specialty

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.

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Cloud Playground

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

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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.

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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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