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| Section | Weight | Objectives |
|---|---|---|
| Modeling | 25% | - Model types and Auto Modeling nodes - SQL pushback and performance optimization - Supervised and unsupervised learning methods |
| Data Preparation | 30% | - Data cleaning and transformation - Merge, Append, and Field operations - Type node and data coercion - Sampling, balancing, and dimensionality reduction |
| Evaluation and Deployment | 15% | - Export and score new data - Monitoring deployed models - Model evaluation and comparison |
| Business and Data Understanding | 20% | - CRISP-DM methodology and business objectives - Data visualization and distribution analysis - Data sources and import using Source nodes |
| Administration and Troubleshooting | 10% | - Performance tuning and monitoring - Process Engine logs and diagnostics |
The Anomaly node is on which palette or menu group?
Correct Answer: B 🗳️
Which Source node would you use to read text from a free-field (delimited) text file?
Correct Answer: B 🗳️
Which statement is correct regarding the Sample node dialog shown below?
Correct Answer: A 🗳️
Suppose you wanted to select only the records with complete data on all the fields for analysis and need to generate a Select node to perform that operation. Which other node should you use to generate the Select node?
Correct Answer: B 🗳️
What are the options for defining outliers in the Data Audit node? (Choose two.)
Correct Answer: B,D 🗳️
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