Leverage the skills gap to boost your career

The lack of machine learning talent is a growing barrier to its widespread adoption.1 Gain essential skills to advance your career with the help of AWS Training and Certification.

MACHINE LEARNING SKILLS GAP GUIDE

Learn how developers and data scientists worldwide have used the machine learning skills gap to their advantage.

1 Global Knowledge, 2019 IT Skills and Salary Report, 2019

Infographic: 4 key reasons to earn an AWS Certified Security - Specialty certification

Thank you for your interest in AWS Training and Certification. Discover how certification can help take your career to the next level. Download the infographic to learn 4 reasons AWS Certified Security — Specialty advances your career.

AWS is how you build machine learning skills

Courses built on the curriculum leveraged by Amazon’s own teams

  • Learn your way

    Get machine learning training anytime, anywhere in just a few hours or days, with flexible learning options to meet your needs.

  • Get trained by the experts

    More machine learning happens on AWS than anywhere else.2 Choose courses with our helpful ramp-up guide, featuring machine learning fundamentals and helpful resources.

  • Earn industry-recognized credibility

    Take the next step and earn the AWS Certified Machine Learning — Specialty Certification to demonstrate your skills and experience with an industry-recognized credential.

2 Deep Learning on AWS Guidebook, Nucleus Research, October 2019

Gain new security skills

Build your cloud security skills, differentiate your abilities and master best practices to innovate securely and confidently with AWS Training and Certification.

Relevant machine learning training for developers

Become a machine learning developer

Our tailored learning path for builders and software developers provides a recommended sequence of courses to help you gain relevant knowledge ASAP.

Follow the developer path

Achieve key milestones and plan next steps as you move closer to your goal on the Machine Learning Path: Developer.

Map your data science journey

Explore the world of data science

Build on your math, analytics, and statistics knowledge with a tailored learning program designed to accelerate your machine learning future.

Follow the data scientist path

Use our helpful guide to track your progress and skills growth with the Machine Learning Path: Data Scientist.

Connect with an AWS Machine Learning Hero

Get expert help applying machine learning—for all experience levels

  • Kesha Williams,

    Software Engineer and Training

    Architect and AWS ML Hero

    “AWS Training and Certification helped me to connect the dots and take my machine learning skills to the next level and, as a result, I was able to immediately apply my learnings.”

  • Alex Schultz,

    Senior Software Engineer

    and AWS ML Hero

    “My wife has like a million photos from our family…I'm trying to build a image organizer tagger program, which uses deep learning and computer vision.”

  • Joshua Arvin Lat,

    CTO and AWS ML Hero


    “(Machine learning) allows me to do things that I wasn’t capable of solving before, (such as) security and penetration testing…software engineering, (and) web development.”