In this beginner-friendly session, we'll start from scratch by 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