End to End Machine Learning Platform for any size data
All the experimental runs are tracked automatically with meta data and metrics enabling scientists to pick an optimum instance of an experiment that might be production worthy. As the Data Science process is very research-centric, it is common that you will have multiple experiments.
Already Built Models save time and help Data Scientists build better models and ML applications. RocketML offers hundreds of already built models to speed up development of high value applications and data pipelines
Scientists can deploy models with the single click of a button, without having to deal with model containerization, URL generation, routing, or security. RocketML takes care of all that behind the scenes.
Technology built for speed and success
Open and No Permission Environment
RocketML comes pre-configured with about 200 Tools and Frameworks ranging from Distributed Compute platform Dask, GPU optimized Rapids, Tensorflow, Tensorboard and PyTorch. Everything accessible via web browser in a Jupyter Notebook or VSCode Environment enabling variety of tasks ranging from Data Engineering, Exploratory Data Analysis and Model building at scale.
High Performance Compute System
With cluster computing-first philosophy, RocketML is built from ground up utilizing High Performance Compute technology stack like MPI, higher order optimization methods, distributed dense and sparse linear algebra and a unique set of high performance algorithms. The end result is customers and users save more than 50% time and money compared to any Distributed Machine Learning platform alternatives.
Fast Prototyping on Cloud
Building an ML based application is a lengthy process with many wheels within wheels. RocketML comes preloaded with state of art pre-build models. If there is an already build model available for use, it saves enormous amount of time and money for Data Scientists. With multi-cloud support, users can access best and tested pre-built models and advance their application rapidly. Distributed cloud system architecture further enables Data Scientists to connect various pipelines into a complete application that can be demonstrated to management before moving to production.
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