Public
This directory contains 7 workflows.
01_Simple_Visualization
The Iris dataset contains information about sepal and petal dimensions of three species of Iris flower. For exercise purposes, the dataset has been stored […]
01_Training_Solution
In this exercise you will create a simple Feedforward Neural Network to predict the income class of a person in the adult dataset. The steps are: - Define a […]
02_Deploy_as_RESTservice
This workflow is configurable as a REST service. It receives a JSON file and transforms it back to a data table containing customer information. A […]
02_NeuralNetwork_DeepLearning
This workflow trains a multiplayer Perceptron with 4-8-3 layers, using BackPropagation, to classify the Iris dataset.
Linear_Regression_Solution
Linear regression: predict house price. - Partition data into training and test set - Train a linear regression model - Apply the trained model to the test […]
Logistic_Regression_Solution
Logistic Regression: predict wine color. - Normalize numerical columns - Partition the dataset into train and test set - Train a Logistic Regression […]