For over 15 years, Amazon Web Services has been the world’s most comprehensive and broadly adopted cloud offering. AWS has been continually expanding its services to support virtually any cloud workload, and it now has more than 200 fully featured services for compute, storage, databases, networking, analytics, machine learning and artificial intelligence (AI), Internet of Things (IoT), mobile, security, hybrid, virtual and augmented reality (VR and AR), media, and application development, deployment, and management.
AWS will be showcasing cloud technology, artificial intelligence, machine learning, emerging technology and robotics.
Machine Learning on AWS Innovate faster with the most comprehensive set of artificial intelligence (AI) and machine learning (ML) services with three hands on technology demonstrations with AWS DeepLens, AWS DeepComposer, and AWS DeepRacer.
- The world’s first deep learning enabled video camera AWS DeepLens helps put machine learning in the hands of developers, literally, with a fully programmable video camera, tutorials, code, and pre-trained models designed to expand deep learning skills.
- Press play on Machine Learning AWS DeepComposer gives developers a creative way to get started with machine learning. Get hands-on, literally, with a musical keyboard and the latest machine learning techniques, designed to expand your ML skills. Use the AWS DeepComposer keyboard to create a melody that will transform into a completely original song in seconds, all powered by AI. With AWS DeepComposer, you can train and optimise Generative Adversarial Networks models to create original music.
- In pole position to learn reinforcement learning AWS DeepRacer is an autonomous 1/18th scale race car designed to test RL models by racing on a physical track. Using cameras to view the track and a reinforcement model to control throttle and steering, the car shows how a model trained in a simulated environment can be transferred to the real-world. AWS DeepRacer gives you an interesting and fun way to get started with reinforcement learning (RL). RL is an advanced machine learning (ML) technique that takes a very different approach to training models than other machine learning methods.