This course is part 4 of 7 of the IBM Statistics Academy.
Finding Insights and Making Predictions is a 4 day course which provides participants with the required know-how to predict market movements using appropriate data. We give an extensive overview of the most relevant prediction models and give answers to practical questions arising with the use of these models.
Data analysts interested in making predictions and finding insights.
Basic experience with SPSS syntax and basic knowledge on statistical analyses are required. Further we recommend the following courses:
The course will give an extensive overview on current procedures used to make predictions and find insights.
- Model selection
- Regression based models
- Linear regression
- Non-linear regression
- Seasonal components
- Binary regression
- Classification trees
- Support vector machines
- Factor analysis
- Methods for clustering