This course introduces the fundamentals of deep learning, a subfield of machine learning that utilizes artificial neural networks with multiple layers to model complex patterns in data. Students will gain a theoretical understanding of how neural networks work, learn to implement them using popular frameworks, and apply them to various real-world problems in domains like computer vision and natural language processing
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