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Could someone tell me whether Neural Networks and Deep Learning are part of Machine Learning and Artificial Intelligence?

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Indeed, Neural networks and the Deep learning are a piece of ML, and ML is a piece of Artificial Intelligence. The following graph gives you better instinct. Deep Learning is a subset of ML where we utilize neural networks with an immense measure of information to prepare the model, though ML is the subset of AI where we attempt to execute the calculation with the function to learn without being expressly customized.

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