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Learning Data Science in the Cloud

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Machine Learning Module 9: Neural Networks and Model Selection

Lecture 9.1 Intro to Neural Network Model

Lecture 9.2 The Multilayer Perceptrons model (MLP)

Lecture 9.3 Summary of Neural Network and Deep Learning Models

Lecture 9.4 Receiver Operating Characteristics Curve (ROC) and Area Under Curve (AUC)

Lab 9. Auto Model in RapidMiner

Objectives:

To learn how to use Auto Model to train models automatically

Data:

Download the house price excel file from https://github.com/xbwei/machine_learning_in_rapidminer/blob/master/house_price_full.xlsx

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