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
How we did it
The challenge is a gamified tutorial that operates on a points system. We built the experience using AWS services that let you create and run virtual reality (VR), augmented reality (AR), and 3D applications quickly without requiring any specialized programming or 3D graphics expertise.
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
8 reasons to build machine learning skills with AWS
Discover 8 reasons why AWS is the best place to learn the skills it takes to become a machine learning engineer, data scientist, or developer.
Nearly 80% of IT decision makers acknowledge a machine learning skills gap. Explore 8 reasons to build your own ML skills with AWS.
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.
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.
Connect with an AWS Machine Learning Hero
Get expert help applying machine learning—for all experience levels.
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.”
Senior Software Engineer
and AWS ML Hero
“My wife has like a million photos from our family…I'm trying to build an 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.”