Data Mining and Modeling
Available for 1 year after purchase date
**OnDemand**
3.5 Credits
Member Price $155.00
Non-Member Price $185.00
Overview
Discover hidden relationships and opportunities to improve financial performance. Learn how to analyze what's happened and forecast what may happen.
Highlights
Key Topics
- Understanding the role of data mining and data modeling in a data analytics project
- Understanding data mining tools and techniques
- Understanding data modeling tools and techniques
- Understanding associated risks and considerations
Prerequisites
Completion as part of the Data Processing and Analysis Certificate is recommended.
Designed For
Who Will Benefit
- AICPA & CIMA members who want to understand current and past performance to determine what might happen in the future
- Global accounting and finance professionals
- Controllers
Objectives
Learning Outcomes
- Distinguish between data mining and related terms.
- Recognize the data analytics framework's role in a data mining project.
- Identify the goals and benefits of data mining.
- Recognize the tasks associated with building a data mining model.
- Identify the concept of clustering as a descriptive data mining technique.
- Identify the appropriate data mining techniques and algorithms for predictive analytics.
- Recognize how clustering techniques can be applied in practice.
- Recognize how regression techniques can be applied in practice.
- Recognize tools and programs that can be used for data mining and modeling.
Non-Member Price $185.00
Member Price $155.00