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In this beginner-friendly session, we'll start from scratch, introducing you to the basic concepts of matrices in a clear and approachable manner. If you are someone curious about the underlying mathematics of machine learning, this session is perfect for you.
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In this beginner-friendly session, we'll start from scratch, introducing you to the basic concepts of matrices in a clear and approachable manner. If you are someone curious about the underlying mathematics of machine learning, this session is perfect for you.
Here's what you can expect to learn:
What are matrices and why are they important in machine learning?
Understanding matrix notation and representation.
Essential matrix operations: addition, subtraction, multiplication, and transposition.
Practical examples illustrating how matrices are used in real-world scenarios.
Tips and tricks for mastering matrix manipulation.
Solving Linear Systems with Matrices
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