Data mining is a powerful tool used to discover patterns and relationships in data. Learn how to apply data mining principles to the dissection of large complex data sets, including those in very large databases or through web mining. Explore, analyze and leverage data and turn it into valuable, actionable information for your company.
Limited enrollment! Due to the limited space in this course, interested students should enroll as soon as possible.
- Decision trees
- Neural networks
- Association rules
- Case-based methods
- Data visualization
- Sergio Bacallado Teaching Fellow, Statistics
- Optional Class Project
For the midterm and final, you will need a basic calculator which has logarithm functionality. To complete homework assignments you will need Internet access, excel and the R statistical software package (free download).
Some familiarity with linear algebra and statistical methods
We highly recommend watching the course preview to ensure you have the requisite background and understand the scope of material covered.
Tuition & Fees
For course tuition, reduced tuition (SCPD member companies and United States Armed forces), and fees, please click Tuition & Fees.