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Welcome to Deep Learning with Narges! This channel is about understanding deep learning from the fundamentals to research applications. Here, we explore the ideas behind deep learning models, including neural networks, CNNs, RNNs, LSTMs, and modern architectures. My goal is to explain these concepts step by step, beginning with intuition and theory, and then moving toward mathematical foundations, implementation, and practical applications. We will use Python and deep learning frameworks such as TensorFlow and Keras to build, implement, and experiment with different models. With a background in biomedical engineering and an interest in deep learning, I also explore how these methods can be applied to real-world problems and research. Let's learn, implement, and explore deep learning together.
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Joined December 9, 2018
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