Mini-ML-Projects

Contains some basic Machine learning projects I worked on during my learning

1. Diabetes Prediction

Predict diabetes based on various health infromation using Support Vector Classifier

2. Rock vs Mine

Predict if the material scanned is a Rock or a Mine based on unknown data values using Logistic Regression

3. Heart Disease Prediction

Predicts if a person has heart disease or not based on various health parameters using Logistic Regression

4. Spam Mail Detection (Implementation + Web App)

Predicts if a mail is spam or ham based on its content using Logistic Regression

5. Cammeo and Osmancik Rice Prediction

Predict rice category based on various features using Logistic Regression

6. Loan Approval Prediction

Predict whether a person will be aproved of a loan based on various features using Support Vector Classifier

7. Cat vs Dog Classification

Predicting whether a given image is either cat or dog using CNN.

8. Wine Quality Prediction using Regression

Predicting the quality of a wine using XGB and SVM Regression.