Mathematics Handwritten Notes

Here we provide some notes on mathematics for machine learning and data science.

Introduction To Linear Algebra

  • Introduction to linear algebra
  • Points And Vectors
  • Distance Formula
  • Position Vector
  • Vectors
  • Matrices
  • Row/Column Vectors
  • Scalar
  • Tensors
  • Scalar Multiplication
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Vector Operations

  • Vector Transposition
  • Norm Of a Vector
  • Types Of Norm
  • L1 Norm
  • L2 Norm
  • Lp Norm
  • Dot Product Of Vectors
  • Geometrical Representation Of Dot Product
  • Dot Product of Vector With Itself
  • Orthogonal Vector
  • Projection of Vectors
  • Unit Vector
  • Line, Plane, and Hyperplane
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Happy Learning And Keep Learning…
Thank You…