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freak_rj
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somebody know some link or ebook about tensor with examples solved and execises
A tensor is a mathematical object that describes the relationships between different components of a vector or a higher-order matrix. It is commonly used in physics and engineering to represent physical quantities such as forces, velocities, and stresses.
Tensors are used in machine learning to represent data in multi-dimensional arrays, making it easier to perform operations and extract meaningful insights. They are especially useful in deep learning, where they are used to store and manipulate large amounts of data.
Yes, there are many online resources such as tutorials, videos, and ebooks that can help you understand tensors and their applications. Some popular ones are "Tensor Calculus for Engineers" by John Rhodes, "Introduction to Tensor Calculus for General Relativity" by Derek F. Lawden, and "A Beginner's Guide to Tensors" by J. C. Kolecki.
Tensors have numerous real-world applications, such as in physics for understanding the behavior of fluids, in engineering for analyzing stresses and strains in materials, in computer vision for image recognition, and in natural language processing for language translation. They are also used in medical imaging, financial analysis, and social network analysis.
Yes, tensors can be visualized in certain cases, such as in two or three dimensions. However, as the number of dimensions increases, it becomes more difficult to visualize them. In these cases, tensors are often represented using diagrams or color-coded matrices to aid in understanding their properties.