- Price €720.00,-
Data science without a Ph.D. Using IBM SPSS Modeler (v18.1.1) (0A018G)
This course focuses on reviewing concepts of data science, where participants will learn the stages of a data science project. Topics include using automated tools to prepare data for analysis, build models, evaluate models, and deploy models. To learn about these data science concepts and topics, participants will use IBM SPSS Modeler as a tool.
1: Introduction to data science and IBM SPSS Modeler
Explain the stages in a data-science project, using the CRISP-DM methodology
Create IBM SPSS Modeler streams
Build and apply a machine learning model
2: Setting measurement levels
Explain the concept of "field measurement level"
Explain the consequences of incorrect measurement levels
Modify a field's measurement level
3: Exploring the data
Audit the data
Check for invalid values
Take action for invalid values
Impute missing values
Replace outliers and extremes<