Welcome to MAIT Project OOP’s documentation!

You find yourselves in the app for Data Analytics Dashboard developed by the students of MAIT 21/22 program of TH Köln.

It allows you to:

• Upload your own datasets

• Rename and drop columns within them

• Smooth, filter and interpolate

• Perform advanced machine learning with customizable parameters on you data

• Visualize and download the results

You can find a deployed version of this app here.

• Classification
  • KNN-,SVM- and LR-Classification Class
  • Neural Network Classification Class
  • Random Forest Classification Class
• Regression
  • Regression Class
  • Neural Network Regression Class
  • Random Forest Regression Class
  • Time Series Neural Network Regression Class
  • Time Series Random Forest Regression Class
• Data Preparation
• Data Preview
• Visualization
  • Visualization Functions
• Smoothing and Filtering of Data

Indices and tables

• Index