Certification materials - Advanced analytics and automatization (Advanced)

Workspace component

• The basic component, the environment that serves for automating analysis procedures. We launch the Workspace by creating a new workspace file.

Data import

• Importing data using a node. Configuring the node and feeding the data into the further analysis process

Transforming variables into categories for evaluation

• Transforming variables and the iif and or syntax.

Handling missing values

• Handling a missing or incorrectly entered value.

Creating a contingency table

• • Meanings and drawing conclusions according to:
    • Pearson Chi-square
    • M-L Chi-square
    • Phi
    • Contingency coefficient
    • Cramér’s V
    • Kendall’s tau b & c
    • Spearman Rank R

Creating a frequency table

• With optional display of values.

Creating histograms

• With the ability to edit and customize the visualization

Creating a variable selection

• according to the specified requirements

Creating an association rules node

• With options for setting the correlation measure

Exporting data to a file

• to various formats

Running the project

• both the entire project and individual pipelines

Interpreting the conclusions from the above analyses

• emphasis on the correct interpretation of the obtained results

Saving projects and the report

• to various types of formats