RocketML
RocketML provides a high-performance computing (HPC) machine learning platform that accelerates scientific discovery and supports both deep learning and traditional machine learning on cloud environments like Azure and AWS.
RocketML Services
RocketML offers a comprehensive scientific machine learning platform designed to accelerate solution discovery by a factor of 100. The platform supports both deep learning and traditional machine learning problems, enabling versatility across various scientific fields. High performance computing (HPC) is a key feature, with support for GPU instances on major cloud providers like Azure and AWS. RocketML's services also include a HIPAA-compliant SaaS solution, catering to the needs of healthcare and other sensitive data environments.
High Performance Computing (HPC) Platform
RocketML provides a high performance computing (HPC) machine learning platform that abstracts the complexities of HPC. This allows scientists to focus on their research without needing specialized HPC or cloud skills. The platform enables on-the-fly compute cluster creation, eliminating the need for preplanning and thereby reducing overall costs. Strong scaling capabilities further contribute to saving businesses more than 50% in compute expenses.
Cloud Support: GPU Instances on Azure and AWS
RocketML supports GPU instances on both Azure and AWS cloud platforms, offering flexible and scalable compute resources. This cloud support allows users to leverage powerful GPUs for complex machine learning tasks without the need for significant upfront investments in physical hardware. The ability to dynamically scale resources ensures efficient and cost-effective computing for scientific projects.
State of the Art Machine Learning Techniques
The platform supports state of the art unsupervised machine learning techniques, enabling advanced data analysis and pattern recognition tasks. This allows researchers to uncover hidden insights and develop innovative solutions across various scientific domains. The unified science platform offered by RocketML supports both deep learning and traditional machine learning, providing a versatile environment for diverse research needs.
Community Edition SaaS Solution
RocketML hosts a community edition of its SaaS solution, making its scientific machine learning platform accessible to a broader range of users. This offering provides an opportunity for researchers, students, and smaller organizations to leverage RocketML's advanced capabilities without significant financial investment. The community edition maintains key features of the paid version, supporting a wide array of machine learning tasks in a cost-effective manner.