This video introduces Theano, a Python library for defining, optimizing, and evaluating mathematical expressions involving multi-dimensional arrays. It covers setting up Theano, defining symbolic variables, compiling and running functions, and automating derivative calculations. The video also discusses the use of shared variables and GPU for efficient computation.

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