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In this video, we will be discussing tensors, which are mathematical objects that can be used to represent and manipulate multidimensional data. Specifically, we will be exploring how to perform numerical operations on tensors, including addition, subtraction, multiplication, and division.



We will begin by providing an overview of what tensors are and how they differ from other mathematical objects, such as vectors and matrices. We will then delve into the specifics of how to perform basic numerical operations on tensors, including how to add and subtract tensors of the same and different shapes.


Next, we will explore how to perform tensor multiplication, including the dot product, cross product, and outer product. We will also cover tensor division and show how to invert tensors.


Throughout the video, we will provide examples and visualizations to help you understand these concepts more deeply. By the end of the video, you should have a solid understanding of how to perform numerical operations on tensors and how these operations can be used to manipulate and analyze complex data.
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