Django Web App with ML Features

**Objective:**

The main objective is to implement a graphical application to make the use of Machine Learning algorithms simple and accessible for all users (beginners, enthusiasts, experts, etc.). This application allows users to:

- Upload a Dataset(csv)
- Display statistics (dashboard) on any Dataset: like Attribut, view data, delete ,
- Perform data preprocessing
- Apply various Machine Learning algorithms to the Dataset
1 section for regression lineare
1 section for classification algorithmes: logistic algorithme, decision tree, random forest, svm, knn, naive bayes
1 section for clustring algorithmes: K means,
- Display the performance of each Machine Learning algorithm
- Adjust the parameters of the Machine Learning algorithms to improve their performance (accuracy)
- Design/Conception of the application

- predict y

**Tool:**

Framework Django and Machine Learning algorithms