/Math-for-Machine-Learning

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Math-for-Machine-Learning

Vector Operation in Python part1

In this part we have covered

  1. Addition
  2. Subtraction
  3. Vector multiplication by ascaler value

Vector Operation in Python part2

In this part we have covered

  1. Dot Product
  2. Cross Product
  3. Projection Of A Vector On V Vector

Working with Matrix in Python

In this part we have covered

  1. Creating a Matrix using numpy
  2. Creating Matrix With Random Values
  3. Matrix with all the value is one
  4. Identity Matrix
  5. Transpose of a Matrix

Matrix Operation in Python

In this part we have covered

  1. Matrix Addition
  2. Matrix Subtraction
  3. Matrix Multiplication
  4. Matrix Wise Multiply.