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Learn/AI

AI

Mathematics

This chapter works through ML Mathematics, the anchor topic behind Mathematics.

Lesson 1

ML Mathematics

The main branches of Mathematics involved in Machine Learning are:

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Lesson 2

Linear Functions

- Linear means straight - A linear function is a straight line - A linear graph represents a linear function

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Lesson 3

Linear Algebra

Machine Learning experts cannot live without Linear Algebra :

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Lesson 4

Vectors

Vectors are 1-dimentional Arrays

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Lesson 5

Matrices

A matrix is set of Numbers .

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Lesson 6

Tensors

A Tensor is a N-dimensional Matrix :

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AI chapters

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1. Machine Learning2. TensorFlow3. TensorFlow 2D Example4. TensorFlow Houses Regression5. JS Graphics6. History7. Mathematics8. Statistics