What are the differences between deep learning and machine learning?

Deep learning and machine learning are two related but distinct branches of artificial intelligence and data science. Machine learning involves designing algorithms that allow computers to learn from data without being explicitly programmed. Deep learning is a subset of machine learning that uses more complex neural networks to perform more sophisticated tasks, such as image and speech recognition. Deep learning also typically requires a larger amount of data to train the models, as well as more computational resources to process the data. While both machine learning and deep learning have practical applications in a variety of fields, deep learning has shown particular promise in areas such as self-driving cars and natural language processing.

This mind map was published on 21 May 2023 and has been viewed 110 times.