- [ML] K-Nearest Neighbors
One of the simplest algorithms in supervised learning.
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- [ML] K-means Clustering
About knowledge about k-means clustering, maths v.v
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- [ML] Advanced optimization algorithm
Some methods improve the speed of machine learning algorithm: Data preprocessing, v.v
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- [ML] Logistic Regression
Just about everything you need to know about logistic regression, math, derivative and more.
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- [ML] Linear Regression
Give an overview of linear regression. Formally, mathematically and more deeply.
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- [ML] Math in Machine Learning
In-depth summary of math in machine learning
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- Some tips Markdown Syntax
Just about everything you'll need to style in the theme: headings, paragraphs, blockquote, tables, code blocks, and more.
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