Enabling Machine Learning Algorithm

Hello, Today we will discuss the codes snippets and implementation of different Machine Learning Algorithm. The code snippets is in Python as well as in R.

Linear Regression

Linear Regression

Python Code

R Code

Logistic Regression

logistic-regression
logistic-regression

Python Code

R Code

 

Decision Tree

Decision Tree

Decision Tree

Python Code

R Code

SVM (Support Vector Machine)

 

Python Code

R Code

Naive Bayes

Python Code

R Code

 

KNN (K- Nearest Neighbors)

KNN (K Nearest Neighbor)
Python Code

R Code

K-Means

Kmeans

Python Code

R Code

Random Forest

Python Code

R Code

Dimensionality Reduction Algorithms

Python Code

R Code

Gradient Boosting & AdaBoost

Python Code

R Code

Thanks
Team StepUpAnalytics

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