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GeneralCodes

 
 

LinearRegression

LinearRegression

 
 

Logistic Regression

Logistic Regression

 
 

Naive Bayes/Spam Analysis

Naive Bayes/Spam Analysis

 
 

NeuralNetwork-Basics-Explanation

NeuralNetwork-Basics-Explanation

 
 

SupportVectorMachines-Explanation

SupportVectorMachines-Explanation

 
 

Conditional-Probability-and-Bayes-Rule.ipynb

Conditional-Probability-and-Bayes-Rule.ipynb

 
 

Probability-and-Statistics.ipynb

Probability-and-Statistics.ipynb

 
 

README.md

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What-is-AI-and-MachineLearning.ipynb

What-is-AI-and-MachineLearning.ipynb

 
 

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Machine Learning Alogrithms

Here I explain Mathematics behind Machine Learning using interactive Python Notebook and you will find some of my Machine Learning Practice Projects here.

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Explanation of Mathematics used in Machine Learning Algorithms and some Projects

Topics

machine-learning neural-network linear-regression machine-learning-algorithms artificial-intelligence naive-bayes-classifier artificial-neural-networks logistic-regression support-vector-machines principal-component-analysis mathematics-machine-learning hyperplane support-vector-regression

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