What Is Deep Learning?
Explore deep learning concepts by understanding artificial neural networks inspired by the brain. Learn how neurons process information in layers and discover different network types including CNNs and RNNs to build predictive models.
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Deep learning
Deep learning is a subfield of machine learning that involves the use of artificial neural networks to learn representations from the data. Artificial neural networks are the building blocks of deep learning systems. Artificial neural networks are inspired by the workings of the brain. Our nervous system contains about 10 billion neurons, which are connected with each other in a complex system. Our brain helps us recognize objects in the pictures, the speech sounds in our surroundings, and many more things. There is a complex system of neurons, which together form a neural network to do such tasks. The typical shape of a single neuron is shown below, and a large number of such neurons work together to form the complex ...