Machine Learning Projects
Why this repository?
β’ The main purpose of making this repository is to keep all my Machine Learning projects at one place, hence keeping my GitHub clean!
β’ It looks good, isn't it?
Overview
β’ This repository consists of all my Machine Learning projects.
β’ Datasets are provided in each of the folders above, and the solution to the problem statements as well.
Algorithms used
Regression:
β’ Linear Regression
β’ Multiple-Linear Regression
β’ Logistic Regression
β’ Polynomial Regression
β’ Lasso and Ridge Regression (L1 & L2 Regularization)
β’ Elastic-Net Regression
Classification:
β’ K-Nearest Neighbours
β’ Support Vector Machine
β’ Naive Bayes
β’ Decision Tree
Clustering:
β’ K-Means
Ensemble:
β’ Random Forest
β’ Adaptive Boosting (AdaBoost)
β’ Extreme Gradient Boosting (XGBoost)
β’ Voting (Hard/Soft)
Do β the repository, if it helped you in anyway.