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Title: GitHub - madhurimarawat/Machine-Learning-Using-Python: This repository contains machine learning programs in the Python programming language.

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Description: This repository contains machine learning programs in the Python programming language. - madhurimarawat/Machine-Learning-Using-Python

Open Graph Description: This repository contains machine learning programs in the Python programming language. - madhurimarawat/Machine-Learning-Using-Python

X Description: This repository contains machine learning programs in the Python programming language. - madhurimarawat/Machine-Learning-Using-Python

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1. Supervised Learninghttps://github.com/madhurimarawat/Machine-Learning-Using-Python/Supervised%20Learning
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#1-supervised-learning
i) K-Nearest Neighbors (KNN) https://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Supervised%20Learning/ML_KNN-algorithm.ipynb
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#i-k-nearest-neighbors-knn--
ii) Support Vector Machines (SVM) https://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Supervised%20Learning/ML_SVM-algorithm.ipynb
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#ii-support-vector-machines-svm-
iii) Naive Bayes Classifiershttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Supervised%20Learning/ML_Naive-Bayes-Classifier.ipynb
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#iii-naive-bayes-classifiers
iv) Decision Treehttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Supervised%20Learning/ML_Decision-Tree-Algorithm.ipynb
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#iv-decision-tree
v) Random Foresthttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Supervised%20Learning/ML_Random-Forest.ipynb
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#v-random-forest
vi) Linear Regressionhttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Supervised%20Learning/ML_Linear-Regression.ipynb
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#vi-linear-regression
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https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#2-multivariatemultiple-linear-regression
vii) Logistic Regressionhttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Supervised%20Learning/ML_Logistic-Regression.ipynb
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https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#2-multinomial-logistic-regression
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#3-ordinal-logistic-regression
2. Unsupervised Learninghttps://github.com/madhurimarawat/Machine-Learning-Using-Python/tree/main/Unsupervised%20Learning
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#2-unsupervised-learning
i) Association Ruleshttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Unsupervised%20Learning/Market_Basket_Optimisation.csv
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#i-association-rules
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#types-of-association-rules
1. Apriori Algorithmhttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Unsupervised%20Learning/ML_Apriori-Algorithm.ipynb
https://patch-diff.githubusercontent.com/madhurimarawat/Machine-Learning-Using-Python#1-apriori-algorithm
ii) Clusteringhttps://github.com/madhurimarawat/Machine-Learning-Using-Python/blob/main/Unsupervised%20Learning/ML_K-means-Clustering-Algorithm.ipynb
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https://www.kaggle.com/datasets/uciml/red-wine-quality-cortez-et-al-2009
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https://www.kaggle.com/datasets/elikplim/car-evaluation-data-set
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