ML_works

Libraries

1. Keras
2. OpenCv
3. Sklearn
4. Pandas and Numpy

IrisPrediction

Developed Machine Learning models for Iris dataset namely Logistic Regression,KNN Classifier,SVM,Decision Tree.

LinearRegression

Built linear regression model from scratch for a predicting average weight of body using average weight of body for mammalian species with r square value 0.94

LoanPrediction

Predicting whether loan can be given or not with some qualifications using machine learning models, missing values were populated using KNN Classifier and using mode.

mnist_code

Developed Convolutional Neural Network model for predicting handwritten dataset and analysed model using ROC curve and accuracy obtained from confusion matrix.

NN

Developed MultiLayer Neural Network from scratch using numpy along with BackPropagtion.