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AWS Certified Data Analytics Specialty 2021 – Hands-On - Deep Learning 101
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The video tutorial provides an overview of deep learning, explaining its biological inspiration from the human brain and how artificial neurons mimic this process. It discusses the role of GPUs in parallelizing neural network computations and introduces popular frameworks like TensorFlow and MXNet. The tutorial also covers different types of neural networks, such as feed-forward, convolutional, and recurrent networks, and their applications. Finally, it explains how to deploy deep learning applications on AWS using services like Elastic MapReduce and EC2.
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