Introducing Amazon SageMaker Ready Software Products

We are thrilled to announce the new [Amazon SageMaker Ready](/sagemaker/partners/) specialization, which validates world-class AWS Partner software products that integrate with Amazon SageMaker and help customers build machine learning solutions. AWS Partners offerings in the specialization include Data Platforms, Data Pre-Processing & Feature Stores, ML Frameworks, MLOps tools, and Business Decisions & Applications. [Amazon SageMake](/sagemaker/)r is a fully managed machine learning (ML) service that enables data scientists and developers to quickly build, train, and deploy ML models for any use case into a production-ready hosted environment. Through the Amazon SageMaker Ready specialization, customers can confidently identify partner products that integrate with Amazon SageMaker and allow them to seamlessly execute use cases across the machine learning development lifecycle. The Amazon SageMaker Ready specialization recognizes AWS Partners that pass a high technical bar for their product integration with Amazon SageMaker with proven customer success. We are excited to introduce the AWS Partners who collaborated to develop and launch the new AWS specialization for Amazon SageMaker. Read our [blog post](https://aws.amazon.com/blogs/apn/accelerate-machine-learning-with-amazon-sagemaker-ready-partners/) here and learn more about [Amazon SageMaker Ready Products](/sagemaker/partners/).