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In this article, we will derive the Gaussian (aka Normal) probability distribution that appears quite often in AI/ML tasks, such as, data preparation and model training.
Here is the link to the article:
Univariate Gaussian Distribution Derivation
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In this article, we will unpack one of the most beautiful equations in Mathematics – the Euler’s Identity equation.
Here is the link to the article:
A Mathematical Gem :: Euler’s Identity
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In this article, we will introduce the mathematical concept behind Trigonometry with some examples.
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In this article, we will introduce the mathematical concept behind Modular Arithmetic with some examples.
Here is the link to the article:
Number Theory :: Modular Arithmetic
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In this article, we will introduce the mathematical concept behind Elliptic Curves with some examples and its usage in Cryptography.
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In this article, we will introduce the mathematical concept behind Binomial Theorem with some examples.
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In this article series, we will introduce the mathematical concept behind Bayes Theorem with some examples.
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In this FINAL Part-5 of this article series, we continue the journey with Linear Algebra and cover the topics on the Rank and Singular Value Decomposition of a Matrix. We end the series with a Hands-on Demo.
Here is the link to the article:
Introduction to Linear Algebra – Part 5
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In Part-4 of this article series, we continue the journey with Linear Algebra and cover the topics on Eigen Decomposition and Powers of a Matrix.
Here is the link to the article:
Introduction to Linear Algebra – Part 4
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In Part-3 of this article series, we continue the journey with Matrices in Linear Algebra and cover the Gauss-Jordon Elimination, Inverse of a Matrix, and Determinant of a Matrix.
Here is the link to the article:
Introduction to Linear Algebra – Part 3
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