In this video, I introduce basic concepts of linear algebra that are useful to understand how neural networks work. I define vectors and matrices, and discuss basic operations, such as scalar addition/multiplication/subtraction/division, dot product, matrix transposition and matrix multiplication.
Video slides:
https://github.com/musikalkemist/DeepLearningForAudioWithPython/tree/master/4-%20Vector%20and%20matrix%20operations/slides
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