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Expand Up @@ -44,7 +44,7 @@

### 7. Phase 2 of CRISP-DM is Data Understanding. In this phase,

- we acquire as well as explore the data that is related to the problem.
- **we acquire as well as explore the data that is related to the problem.**
- we define the problem or opportunity to be addressed.
- we prepare the data for analysis.

Expand All @@ -53,4 +53,4 @@
- KNIME requires programming, while Spark MLlib does not.
- KNIME requires programming in Java, while Spark MLlib requires programming in Python.
- **KNIME is a graphical user interface-based machine learning tool, while Spark MLlib provides a programming-based distributed platform for scalable machine learning algorithms.**
- KNIME originated in Germany, while Spark MLlib was created in California, USA.
- KNIME originated in Germany, while Spark MLlib was created in California, USA.