Shypd.aiThe largest open index of AI toolsApplied-Deep-Learning is an Open Source Research & Education tool that provides comprehensive course materials for deep learning. It includes lecture notes and YouTube playlists covering various advanced topics in AI.
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Applied-Deep-Learning is an open-source repository offering a comprehensive course in applied deep learning, primarily designed for graduate students but also suitable for undergraduates with strong backgrounds in relevant quantitative fields. The course aims to familiarize students with state-of-the-art deep learning techniques used in the industry. It covers a wide array of topics across two semesters, including computer vision, natural language processing, generative networks, advanced topics like domain adaptation and federated learning, speech & music, reinforcement learning, graph neural networks, recommender systems, and computational biology. The materials include detailed lecture notes and corresponding YouTube playlists for each topic, emphasizing practical application and clean coding in Python, with familiarity in TensorFlow and PyTorch being beneficial.
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