|
Offer of Training Courses |
Group I. Introduction to data analysis - I1. Overview of Data Mining applications in business
- I2. Methodology of data analysis with the use of Data Mining methods
- I3. Data quality analysis, data cleansing and data preparation for further analysis
Group B. Applications of Data Mining in Various Business Areas: - B1. Credit Scoring
- B2. Customer Segmentation
- B3. Churn Analysis and Lifetime Value Analysis
- B4. Fraud Detection
Group M. Data Mining Methods - aM1. Introduction to statistics
- aM2. Classification Trees
- aM3. Linear and Logistic Regression
- aM4. Clustering
- aM5. Association Rules
- aM6. Artificial Neural Networks
StatConsulting also offers dedicated training courses, which are prepared individually to match the client's request. For instance, it is possible to conduct training based on the data provided by the client or prepare additional problems. For example, dedicated training courses can be devoted to the following topics: Data Quality, operational risk, market risk, risk management in view of the New Basel Capital Accord, etc.
|
