Final answer:
Deep learning typically solves a computation-intensive problem based on the map and reduce principles using multiple layers.
Step-by-step explanation:
Deep learning typically solves a computation-intensive problem based on the map and reduce principles using multiple layers. Deep learning is a subfield of machine learning that uses artificial neural networks with multiple layers of interconnected nodes (neurons) to solve complex problems. Each layer in the neural network extracts and processes information from the previous layer, gradually refining the solution to the problem.