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| Section | Weight | Objectives |
|---|---|---|
| UiPath Communications Mining | 30% | - Communications Mining Fundamentals
|
| Solution Design and Best Practices | 10% | - Implementation Best Practices
|
| UiPath Document Understanding | 40% | - ML Models
|
| UiPath AI Center | 20% | - ML Model Management
|
1. What is the recommended split of documents for training and evaluation, considering a total of 15 documents per vendor?
A) 10 documents for training the model, and 5 for evaluating the model.
B) 8 documents for training the model, and 7 for evaluating the model.
C) 12 documents for training the model, and 3 for evaluating the model.
D) 7 documents for training the model, and 8 for evaluating the model.
2. What information does the comparison between two cohorts display on the Comparison page in UiPath Communications Mining?
A) Differences in verbatim length between Group A and Group B.
B) Entity count for each metadata.
C) Verbatim content for each label.
D) Total verbatim count and proportion for each label.
3. What action should be performed to have the Taxonomy Manager button appear on the Ribbon, in the Wizard section?
A) Nothing to do, it should be already there.
B) Install UiPath.Documentunderstanding.ML.Activities package.
C) Install a newer version of Studio.
D) Install UiPath.IntelligentOCR.Activities package.
4. How are UiPath RPA and AI Center used for process improvement?
A) UiPath RPA and AI Center have overlapping functionalities, so they are not designed to work together in process improvement. Each tool serves different purposes and is used independently to achieve automation and AI capabilities, respectively.
B) UiPath RPA and AI Center work together in process improvement by leveraging RPA capabilities to automate repetitive tasks and integrating AI Center to enhance decision-making and cognitive abilities.RPA bots can collect data, perform actions, and feed information to ML models in AI Center, which in turn can analyze the data and make predictions.
C) UiPath RPA and AI Center are independent tools that do not work together in process improvement.
RPA focuses on task automation, while AI Center is primarily used for training and deploying machine learning models.
D) UiPath RPA and AI Center work together in process improvement by utilizing RPA bots to execute models deployed in Action Center that can be monitored in Insights. The ML models process data and generate insights, which are then used by the RPA bots to make informed decisions and carry out automated actions.
5. Given the following scenario:
* You have a trained version of the Document Understanding Model with 1000 pages called v22.10.0.1.
* You have an evaluation dataset of 100 pages that gave a score of 0.72 for v22.10.0.1.
* The business team labeled 800 pages and they ask for an increment of the Model that would contain all
1000+800 pages.
What is the first recommended pipeline run configuration to create the new version?
A) Pipeline type: Full Package Major Version: 23.10.4.0 Package Minor Version: 0 Input Dataset:
1000+800 pages Evaluation Dataset: 100 pages
B) Pipeline type: Training Package Major Version: 23.10.4.0 Package Minor Version: 1 Input Dataset:
1000+800 Evaluation Dataset: N/A
C) Pipeline type: Full
Package Major Version: 23.10.4.0 Package Minor Version: 1 Input Dataset: 800 pages Evaluation Dataset: 100 pages
D) Pipeline type: Evaluate
Package Major Version: 23.10.4.0 Package Minor Version: 0 Input Dataset: 1000+800 pages Evaluation Dataset: 100 pages
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: A |
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