Accelerate Deep Learning Workloads with Amazon SageMaker

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Introducing Deep Learning with Amazon SageMaker

Deep learning (DL) is a fairly new but actively developing area of machine learning (ML). Over the past 15 years, DL has moved from research labs to our homes (such as smart homes and smart speakers) and cars (that is, self-driving capabilities), phones (for example, photo enhancement software), and applications you use every day (such as recommendation systems in your favorite video platform).

DL models are achieving and, at times, exceeding human accuracy on tasks such as computer vision (object detection and segmentation, image classification tasks, and image generation) and language tasks (translation, entity extraction, and text sentiment analysis). Beyond these areas, DL is also actively ...