This project contains the KNN, SVM, Logistic Regression and Decision Tree algorithms applied to a loan data set. Model Evaluation is also presented at the end of this model.

You have been hired as a consultant to a start-up that is running a targetted marketing ads on facebook. The company wants to analyze customer behavior by predicting which customer clicks on the advertisement.

The basic machine learning model is trained, tested, and used. how to use teachable machines for basic ML projects and get familiar with machine learning concepts classes, test data, train data, accuracy, training model. by applying in the model trained.

LOGISTIC REGRESSION-ML

Regularized regression model using lasso model and ridge model

IMP KEYS OF ML MODEL