Data Mining and Machine Learning | CAP6673 - FAU

Explore data mining and machine learning techniques with the CAP6673 course at Florida Atlantic University. Hands-on experience with WEKA and real-world datasets.

Introduction

This page provides the students from the CAP 6673: Data Mining and Machine Learning class with all the necessary information for the course.

Highlights

• The prescribed textbook for this course is Data Mining and Machine Learning by Frank and Witten.
• The course will use two datasets: Fit Data set to fit the models and Test Data set to evaluate the performance of the selected model on fresh (unseen) data.
• All the experiments for the assignments of this course will be performed using WEKA, an open-source software for data mining and machine learning.
• A number of research papers related to the coursework can be found on the References Page.

Recommendation

This course is recommended for students interested in data mining and machine learning techniques. The hands-on experience with WEKA and the use of real-world datasets make this course a valuable opportunity to develop practical skills in these areas.