Many industries are undergoing groundbreaking transformation inspired by advancements in deep learning technology. The availability of unprecedented amounts of data and the leaps made in computational power are fundamental reasons why deep learning has become a viable technology, primed to be the disruptive force. A key example of this disruptive force is the transformation in the automotive industry. Deep learning is enabling the technology for autonomous driving vehicles, which is becoming a reality that will shape the future of the industry.
The Distributed Deep Learning Quick Start Solution from MapR is a data science-led product-and-services offering that enables the training of complex deep learning algorithms (i.e. Deep Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks) at scale. It features access to distributed deep learning libraries (e.g. TensorFlow, etc.), a framework that adroitly switches storage and workflow between CPU and GPUs, plus the stability, scale and performance of the MapR Converged Data Platform to form the basis for advanced, data-driven applications such as the following:
Convolutional Neural Networks for images
Recurrent Neural Networks for sequenced data
Deep Neural Networks for Improved Traditional Algorithms
Trial subscription of MapR Converged Data Platform Enterprise Premier for the duration of the quick-start.
3-10 weeks of engagement with MapR Professional Services Engineers and Data Scientists (Duration varies based upon the particular quick start.)
2 Academy Pro Subscriptions including Certification Exams.
The Deep Learning Quick Start Solution is a major step towards transforming your business using deep learning. By the end of the engagement the customer can expect the following:
Using this approach, MapR data scientists use the MapR Converged Data Platform and distributed machine learning algorithms to provide an enterprise-grade analytics capability that will continue to be refined and modified to respond to new data sets, new algorithms, and new intelligent applications.
Deploy Distributed Deep Learning QSS on MapR GPU Cluster, Part 1
Deploy Distributed Deep Learning QSS on MapR GPU Cluster, Part 2
Distributed Deep Learning on MapR Converged Data Platform
Deep learning: What are my options
Scalable machine learning on the MapR Converged Data Platform via SparkR and H20