General
Course Outline:
This course is designed to provide a solid understanding of prevalent Data Mining techniques and how to apply these using Altair Knowledge Studio. Students will learn the basic steps of importing and understanding datasets, manipulating data, building models such as decision trees and deploying models. The training will focus on learning how to use Knowledge Studio.
Prerequisites:
None.Goals and Objectives to Examine:
- Connecting to Data and Variable Types
- Data Exploration and Data Profiling
- Data Preparation and Transformations
- Sampling and Partitioning
- Decision Trees
- Model Validation and Evaluation
- Model Deployment