hossain-sanowar / machine-learning-projects

Built several Machine Learning models in various industrial areas using Regression Algorithms, Classification Algorithms, and Clustering Algorithms.

Machine Learning Projects

Why this repository?

• To keep my GitHub organized, I've created this repository to house all of my Machine Learning-related code.!

Overview

• My Machine Learning work is stored here.
• Each of the aforementioned folders contains a dataset, as well as the answers to the corresponding problem statements.

Algorithms used

Regression:
• Linear Regression
• Multiple-Linear Regression
• Logistic Regression
• Polynomial Regression
• Lasso and Ridge Regression (L1 & L2 Regularization)
• Elastic-Net Regression

Classification:
• K-Nearest Neighbours
• Support Vector Machine
• Naive Bayes
• Decision Tree

Clustering:
• K-Means

Ensemble:
• Random Forest
• Adaptive Boosting (AdaBoost)
• Extreme Gradient Boosting (XGBoost)

Do ⭐ the repository, if it helped you in anyway.