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This Repository Contains Different Machine Learning and Important Concepts

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3D visualize Multiple Linear Regression
3D visualize Multiple Linear Regression
 
 
ARIMA model for time series data(ML)
ARIMA model for time series data(ML)
 
 
Agglomerative Clustering
Agglomerative Clustering
 
 
Classification Algorithm
Classification Algorithm
 
 
Concept of pipeline
Concept of pipeline
 
 
Cross Validation
Cross Validation
 
 
DATA ~Analysis
DATA ~Analysis
 
 
DBScan
DBScan
 
 
Decission_tree_Regression
Decission_tree_Regression
 
 
ElasticNet Regression
ElasticNet Regression
 
 
Feature Selection
Feature Selection
 
 
Getting Knowing our data
Getting Knowing our data
 
 
Handling Imbalanced Data
Handling Imbalanced Data
 
 
K-NearestNeighbour(KNN)
K-NearestNeighbour(KNN)
 
 
Linear Regression
Linear Regression
 
 
Logistic Regression
Logistic Regression
 
 
Multiple Linear Regression
Multiple Linear Regression
 
 
NaiveBayes
NaiveBayes
 
 
Polynomial regression
Polynomial regression
 
 
Random forests Classifier
Random forests Classifier
 
 
RandomForests Regressor
RandomForests Regressor
 
 
RandomizedSearchCV
RandomizedSearchCV
 
 
Ridge & Lasso Regression
Ridge & Lasso Regression
 
 
Selecting Best Parameters Using Hyperparameter
Selecting Best Parameters Using Hyperparameter
 
 
Silhoute clustering(validating clustering Models)
Silhoute clustering(validating clustering Models)
 
 
Xgboost
Xgboost
 
 
apyori Algorithm
apyori Algorithm
 
 
log10 transformation outliers and many more
log10 transformation outliers and many more
 
 
multicollinearity
multicollinearity
 
 
sorting and filtering Into data/euro
sorting and filtering Into data/euro
 
 
README.md
README.md
 
 

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MACHINE-LEARNING-ALGORITHMS

The purpose of this Repository is to make comforatle with different MACHINE LEARNING ALGORITMS with help of data

Table of Content:

Linear Regression

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This Repository Contains Different Machine Learning and Important Concepts

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linear-regression logistic-regression knn decision-tree-classifier classification-algorithm dbscan-clustering arima-model decision-tree-regression agglomerative-clustering dbscan-clustering-algorithm elasticnetregression randomized-search-cross-validation featureselection elasticnet-regression ploynomialregression handling-imbalanced-data

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