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Deep learning is a complex machine learning algorithm that uses a hierarchical structure of algorithms to enable machines to learn from data, identify patterns, and make decisions. This technology has been applied in various industries, including drug discovery and diagnostics, to improve the accuracy and speed of drug development and diagnosis. This report provides an analysis of the deep learning market in drug discovery and diagnostics, including a detailed overview of the market and its distribution by therapeutic areas and key geographical regions.