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Analyze customer reviews to determine sentiment—positive, negative, or neutral—using NLP and machine learning.
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Develop a neural network to identify handwritten digits with the MNIST dataset, introducing image classification basics.
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Create a chatbot to handle customer inquiries using NLP, providing an introduction to conversational AI.
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Forecast stock prices using historical data with machine learning models like regression and LSTM networks.
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Build an AI model to detect faces in images or videos, showcasing computer vision and object detection fundamentals.
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Develop a model to translate text between languages using sequence-to-sequence and attention mechanisms.