Machine Learning in RapidMiner

Introduce basic machine learning models in RapidMiner.

Basic Usage

1. Load and Collect Data in RapidMiner
   • video demo
2. Exploring Data in RapidMiner
   • video demo
3. Simple Linear Regression
   • video demo
4. Generalized Linear Regression
   • video demo
5. Logistic Regression and Support Vector Machine
   • video demo
6. K-Nearest Neighbors
   • video demo
7. Naive Bayes
   • video demo
8. Decision Trees, Random Forest, and Gradient Boosting Trees
   • video demo
9. Neural Networks
   • video demo
10. K-Means Clustering
    • video demo
11. Create an App on RapidMiner Server
    • demo code and data
12. Use Auto Model in RapidMiner

Simple Application

1. Use Naive Bayes to Classify Tweets

   • video demo

2. Use K-Means Clustering to Classify Tweets

   • video demo

3. Use Deep Learning to Classify LiDAR Points

   • video demo