There is increasing demand for deep learning technology, which can discover complex patterns in images, text, speech, and other data, and can power a new generation of applications and data analysis systems.
Many organizations are using cloud computing for deep learning. Cloud systems are useful for storing, processing and ingesting the large data volumes required for deep learning, and to perform large-scale training on deep learning models using multiple GPUs. With cloud deep learning, you can request as many GPU machines as needed, and scale up and down on demand.
Amazon Web Services (AWS) provides an extensive ecosystem of services to support deep learning applications. This article introduces the unique value proposition of Amazon Web Services—including storage resources, fast compute instances with GPU hardware, and high performance networking resources.
AWS also provides end-to-end deep learning solutions, including SageMaker and Deep Learning Containers. Read on to learn more about these solutions and more.