FAQ

Q: Can I use my own dataset?

A:  Yes. By default, the solution is configured to analyze a publicly available turbofan degradation simulation dataset from NASA. But, you can customize the solution to use your own dataset. For more information, see the deployment guide.

Q: Can I change the default instance types?

A:  Yes. By default, the solution uses an ml.t2.medium Amazon SageMaker notebook instance to orchestrate the model, and it uses an ml.3p.2xlarge Amazon SageMaker training instance to perform the training. But, you can modify the solution to use different instance types. For more information, see the deployment guide.

Q: Can I deploy this solution in any AWS Region?

A: Predictive Maintenance Using Machine Learning uses Amazon SageMaker which is currently available in specific AWS Regions only. Therefore, you must launch this solution in a region where Amazon SageMaker is available. For more information, see the deployment guide.

Training and Certification

AWS Training and Certification builds your competence, confidence, and credibility through practical cloud skills that help you innovate and build your future.  Learn more »

ML Building Blocks: Services and Terminology

This courses clarifies both the machine learning stack and the terms and processes that will help you build a good foundation in machine learning.

Enroll now »

Demystifying AI/ML/DL

After taking this set of courses, you’ll understand how Artificial Intelligence (AI) led to Machine Learning (ML), which then led to Deep Learning (DL).

Enroll now »

AWS Certified Solutions Architect – Associate

This exam validates your ability to effectively demonstrate knowledge of how to architect and deploy secure and robust applications on AWS technologies.

Schedule your exam »

Partner resources

The AWS Partner Network (APN) is focused on helping partners build successful AWS-based businesses to drive superb solutions and customer experiences. APN Partners are focused on customer success, helping you take full advantage of all the business benefits that AWS has to offer. With their deep expertise on AWS, APN Partners are uniquely positioned to help your company at any stage of your Cloud Adoption Journey and to help you solve some of your most complex problems.

Visit the following pages to learn more about the services we used to build this AWS Solution.

Need more resources to get started with AWS?

Visit the Getting Started Resource Center to find tutorials, projects and videos to get started with AWS.

Learn more »