Conveners
Session 3: Commercial tools & Cloud
- Chair: Marco Landoni (Istituto Nazionale di Astrofisica (INAF))
Session 3: Commercial tools & Cloud
- Chair: Marco Landoni (Istituto Nazionale di Astrofisica (INAF))
This talk will illustrate the SageMaker platform from AWS, a Cloud Based MLaaS service that improve, speed up and enhance the deployment and training of machine learning algorithms. The session will be live, with a full End-to-end example performed on live screen with the AWS console. This aims at training people on AWS services, especially for the ones offered for machine learning.
Deep learning can achieve state-of-the-art accuracy in many humanlike tasks such as naming objects in a scene or recognizing optimal paths in an environment.
The main tasks are to assemble large data sets, create a neural network, to train, visualize, and evaluate different models, using specialized hardware - often requiring unique programming knowledge. These tasks are frequently even...
