Machine Learning Path:
Data Scientist Skills Tracker
Track your growth along a path curated just for data scientists
The AWS Training and Certification Machine Learning Path: Data Scientist is a curated curriculum of self- paced digital, virtual classroom, and in-person classroom courses. We've designed these courses specifically for data scientists—and anyone skilled in mathematics, statistics, and analysis—who want to become machine learning subject-matter experts.
Most courses are free and available on demand—so you can study machine learning theory and real-world applications however, whenever, and wherever you want.
This skills tracker helps you chart your progress as you move forward on the learning path. With each course, you’ll be building machine learning skills grounded in advanced math, analytics, and statistics. This is training built on the curriculum Amazon trusts to educate its own machine learning experts. As you develop your abilities, you can apply your knowledge to your own real-world projects, achieve an industry-recognized certification to advance your career, and continue to grow your skillset.
See how AWS Training can keep your organization moving
Get your teams AWS trained and certified from any location
With the right skills, your organization can deploy cloud projects faster, boost business performance, and increase staff productivity. AWS Training offers new and flexible ways to help achieve business goals and build cloud fluency across your team with our digital and virtual courses to make learning more flexible and convenient for your team.
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Get them started with FREE Digital Training
Your teams can learn in-demand AWS Cloud skills with hundreds of free, on-demand digital courses. Browse our learning library to see the range of courses available from foundational, intermediate, and advanced training.
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Help them dive deeper with Virtual Classroom Training
With virtual classroom training, your teams will learn in-demand cloud skills from AWS-accredited instructors in a hands-on learning environment. They will learn from AWS experts with advanced technical knowledge, discuss complex topics, and ask questions in real time - all from wherever they are.
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Validate their skills with AWS Certification
Validate team expertise with an industry-recognized credential. Your team can now take the AWS Certified – Cloud Practitioner exam online, making it easier for them to become certified on AWS.
Ramp-Up Guides
Build your team's AWS cloud knowledge with Ramp-Up Guides
Our ramp-up guides offer a variety of resources to help your team build their knowledge of AWS Cloud tailored to different learning paths with free digital training, classroom courses, videos, whitepapers, certifications, and other information.
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While digital transformation is often championed by IT or technology executives, it should be seen as an organization-wide change initiative rather than a series of “IT projects.” Learn about cloud skills training in the context of change management.
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Training and certification, especially in cloud skills, can bring coherence to the process of implementing digital transformation. Learn about 7 best practices that accelerate your transformation.
Infographic: Orchestrating Digital Transformation >> -
Developing cloud talent for your organization is a multi-step process. Learn the four key steps for developing organizational cloud skills as part of your company's digital transformation goals.
Infographic: 4 Steps for Successful Cloud Skills Development >>
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Click HereBuild Your Team’s AWS Cloud Knowledge with Ramp-Up Guides
Our ramp-up guides offer a variety of resources to help build your team’s knowledge of AWS Cloud from free digital training, classroom courses, videos, whitepapers, certifications, and other information they’re looking for.
Select a ramp-up guide >>Looking for individual training?
AWS is creating new and flexible ways for you to learn and validate your skills on the AWS cloud.
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The <insert country> AWS digital summit is happening on May 13.
As well as all the latest announcements from AWS, there will be a dedicated training and certification zone where you’ll be able to hear the most up to date news on how your teams can sharpen your skills.
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