Pega Data Scientist 8v - Questions

1

The Pega Customer Decision Hub delivers the Next-Best-Action consistently through multiple channels. To which channel does this apply?

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When during a customer interaction should a Next-Best-Action decision be made?

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In a decision strategy, which component is required to enable access to proposition properties?

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When executing a decision strategy, the solid line arrow in a decision strategy means data is _______________.

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Which of these belong to the same group as the Prioritize component?

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To implement eligibility criteria you can use a ____________ component.

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What is provided as input to a predictive model component by the strategy?

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The output of a predictive model is accessible by other components in the strategy via a property called ____________

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Adaptive model components can output ____________

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The Adaptive Model component in a strategy computes ____________

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A coffee company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible.

The Monte Carlo method _____

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A coffee company wants to create a data set that includes mock up customer address information and the likelihood to churn.

Which method is available to populate these fields?

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In the delta view in Visual Business Director, what does the red colored cone indicate?

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The Actuals data set, that can be inspected with Visual Business Director, contains ____________

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When developing a predictive model, a valid data type for a predictor is _______________.

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When developing a predictive model, the outcome of a spectrum model can indicate the _______________.

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Which Predictive Modeling Markup Language (PMML) model type is supported by Pega?

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Which rule is used to upload a Predictive Modeling Markup Language (PMML) file that contains a Tree model type?

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When compared to a Predictive Model, an Adaptive Model is different as it _______________.

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A large online store wants to adapt to changing customer behavior, and at the same time does not want to get carried away by every next hype in the market. Adaptive models can help accomplish both business objectives.

Which statement about adaptive models is correct?

1

A telecommunications company wants to apply text analysis to incoming emails to understand how satisfied its customers are about various products and services. That requires processing of the natural language of the email texts.

Which analysis occurs during natural language processing?

1

A telecommunications company wants to monitor Twitter data and generate an adequate response.

Text analytics detects proper nouns such as names, dates, and places as _______

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Which of the following statement is true regarding the Filter and Prioritize component in a decision strategy? (Choose One)

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What decision strategy pattern would you use to filter out all propositions having their price higher than the average product price?

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To generate a unique key for a row in a Monte Carlo data set you should use _________ provider.

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To configure a field in a Monte Carlo data set you must define a property and a __________.

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Which of the following statements is true when describing a Monte Carlo data set?

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In a Monte Carlo data set to select a random value from a list you would normally use _________.

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Using Prediction Studio you can build a model of type ____________ (Choose Two)

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A typical example of behavior when a scoring model can be used is ____________ (Choose One)

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The more predictor groups you have the more accurate and reliable the prediction will be.

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The first step in the Model analysis step is ____________? (Choose One)

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An adaptive model is created when .......… (Choose One)

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The Predictor report enables the user to .......… (Choose One)

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The model identifier includes the following fields: (Choose Three)

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What type of a predictor can you use in an adaptive model?

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Natural language processing is concerned with _______________. (Fill in the blank)

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Which of these are the output of text analysis (Choose Three)

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Which of these components analyzes text? (Choose One)

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Pega Adaptative Models ___________________________________.

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When building a predictive model, in which development step is the regression model created?

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When building a predictive model, the use of testing and validation samples ______________________.

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Business rules that determine if a customer is eligible for a particular proposition are also known as ______________.

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In a Decisioning Strategy, which component is required to enable access to primary Customer properties?

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Through analysis of customer lifecycles, Next-Best-Action _____________.

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The implementation of Next-Best-Action must involve _____________.

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Proactive retention is applicable when a customer is ____________________.

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In a Set Property component, the Rank value is determined by ______________.

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Which category contains the Set Property component?

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Next-Best-Action maximizes the customer lifetime value by _______________.

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Which of the following is a dimension in Visual Business Director?

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Two results of an adaptive model are ______________.

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For an Adaptive Model to react quickly to changes in customer behavior, the ________________________.

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Which function is available when configuring the Group By component?

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What does a dotted line from a "Group By" component to a "Filter" component mean?

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After launching a new product, the delta mode in Visual Business Director could show _________________.

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Scoring Model allows you to differentiate between ________________.

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The action a selling organization undertakes to reduce customer defections is also known as ________________________.

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Which component belongs to the "Business Rules" decision component category?

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In a prioritization expression, to balance the customer needs and business objectives you adjust _______________________.

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To build a predictive model, use ___________________.

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To implement an eligibility criteria you use a _______________.

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When a customer is offered a proposition he has already accepted, this is because __________________.

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Pega's ability to turn data into insight into action is known as:

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Which decision component is used to implement hard rules?

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What happends when you increase the peformance threshold setting of an adaptive model rule?

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In Pega Decision Management, individual customer behavior is captured by:

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Visual Business Director allows you to peform:

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If you would like to ensure that the strategy outputs at most one Proposition, the best component to achieve this is the __________________.

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Results of two simulations can be compared using the _______________.

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Which business issue is the least suitable for Next-Best-Action?

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To which types of decisions can Decision Management be applied?

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What information has a 1-to-many relationship with a Customer?

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When implementing Next-Best-Action, the Customer Lifetime Value Threshold is typically used to ___________________.

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In a decision strategy, which decision component both filters relevant offers and prioritizes these offers?

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One of the purposes of the Interaction History decision component is to ______________________.

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When executing a decision strategy, the blue dotted line in a decision strategy means ________________.

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The prioritize component sorts offers in ______________.

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Which statement about predictive models is true?

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When a new component is added to the strategy canvas, its Rank value will be

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When balancing the customer need with the business objective, a possible business objective is _________________.

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The likelihood that a proposition will be accepted by the customer is stored in the strategy property called _______________.

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Visual Business Director can be used to ______________.

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Which decision component enables you to use a PMML model?

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The Next-Best-Action strategies must be _____________.

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To reference a customer property in a strategy, you need to prefix the property name with the keyword _______________.

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What format is used to express PMML?

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Aggregation components provide the ability to _______________.

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Which is a Key Performance Indicator?

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What is the key characteristic that Next-Best-Action must consider to satisfy customer needs?

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The Adaptive Model output that is automatically mapped to a strategy property is _________________.

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In a decision strategy, to remove propositions based on the current month, you use a _______________________.

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The mapping of the input fields of a third-party predictive model is done in the ________________.

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When configuring an Adaptive Model, the property type Integer is automatically translated to which predictor type?

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What is the key component of a Next-Best-Action strategy?

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When compared to a Predictive Model, an Adaptive Model is different as it ________________________.

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Predictive Analytics is a _________________.

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Which value is output by an Adaptive Model?

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What is the difference between predictive and adaptive analytics?

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What is the most accurate description of proactive retention? Proactive Retention ___________________.

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To define the relationship between Customer and Product Usage, you must create the Product Usage property in the __________________.

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In a decision strategy, the adaptive model decision component belongs to the _____________.

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What are the most important aspects taken into consideration when determining the Next-Best-Action?

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The performance of an Adaptive Model that has not collected any evidence is _____________.

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What is Predictive Model Markup Language(PMML)?

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Which decision component allows you to use a third-party Credit Risk Model 80% of the time and a Pega Credit Risk Model 20%?

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To predict if a customer is likely to churn you use a model of type _____________.

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To create channel-specific Adaptive Model instances, you __________________.

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To run a delta report in the Visual Business Director, a minimum of two _____________ are required.

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When building a predictive model, at what stage do you compare the performance of predictive models?

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Pega Adaptive Models _____________.

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The results of a Predictive Model is stored in a property called ___________________.

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The point at which smooth propensity and actual propensity converge is when ________________.

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The Predictive Model Markup Language(PMML) allows for predictive models to _______________.

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Which decision component is used to arbitrate between propositions?

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In a decision strategy, the Switch component can ________________.

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The outcome of a scoring model indicates the likely ________________.

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Which metric is used in the Proposition Distribution report?

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When implementing a Next-Best-Action project, which step is recommended to be taken first?

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From two churn models with the similiar performance, we choose the one with the _______________________.

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In the delta view in Visual Business Director, what does the green-colored shape indicate?

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The adaptive model instance is created when you __________________.

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In the Next-Best-Action strategy, a Switch component can be used to switch ___________________.

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Adaptive model predictors are selected from the _________________

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Which of the following is a good candidate for a predictor in a Scoring Model?

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In an Adaptive Model rule, what is a valid predictor data type?

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In Pega Decision Management, a banner on a website represent ___________________.

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When building a predictive model, the Data Analysis stage is where you __________________.

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The Next-Best-Action recommendation for a customer is re-evaluated when _______________.

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In a call-center application, which receives Next-Best-Actions from Pega Customer Decision Hub, the Customer Service Representative (CSR) is _______________.

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What type of information is used by the Customer Decision Hub™ to determine the Next-Best-Action recommendations?

1

Which two conditions must be met for the Customer Decision Hub to consider an offer for a customer?

Information Technology Quiz on Pega Data Scientist 8v - Questions, created by Leon Souza on 26/11/2019.

Pega Data Scientist 8v - Questions

The Pega Customer Decision Hub delivers the Next-Best-Action consistently through multiple channels. To which channel does this apply?

When during a customer interaction should a Next-Best-Action decision be made?

In a decision strategy, which component is required to enable access to proposition properties?

When executing a decision strategy, the solid line arrow in a decision strategy means data is _______________.

Which of these belong to the same group as the Prioritize component?

To implement eligibility criteria you can use a ____________ component.

What is provided as input to a predictive model component by the strategy?

The output of a predictive model is accessible by other components in the strategy via a property called ____________

Adaptive model components can output ____________

The Adaptive Model component in a strategy computes ____________

A coffee company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible. The Monte Carlo method _____

A coffee company wants to create a data set that includes mock up customer address information and the likelihood to churn. Which method is available to populate these fields?

In the delta view in Visual Business Director, what does the red colored cone indicate?

The Actuals data set, that can be inspected with Visual Business Director, contains ____________

When developing a predictive model, a valid data type for a predictor is _______________.

When developing a predictive model, the outcome of a spectrum model can indicate the _______________.

Which Predictive Modeling Markup Language (PMML) model type is supported by Pega?

Which rule is used to upload a Predictive Modeling Markup Language (PMML) file that contains a Tree model type?

When compared to a Predictive Model, an Adaptive Model is different as it _______________.

A large online store wants to adapt to changing customer behavior, and at the same time does not want to get carried away by every next hype in the market. Adaptive models can help accomplish both business objectives. Which statement about adaptive models is correct?

A coffee company wants to simulate decisions that requires large amounts of data. However, the organisation's live data is inaccessible.

The Monte Carlo method _____

A coffee company wants to create a data set that includes mock up customer address information and the likelihood to churn.

Which method is available to populate these fields?

A large online store wants to adapt to changing customer behavior, and at the same time does not want to get carried away by every next hype in the market. Adaptive models can help accomplish both business objectives.

Which statement about adaptive models is correct?

A telecommunications company wants to apply text analysis to incoming emails to understand how satisfied its customers are about various products and services. That requires processing of the natural language of the email texts.

Which analysis occurs during natural language processing?

A telecommunications company wants to monitor Twitter data and generate an adequate response.

Text analytics detects proper nouns such as names, dates, and places as _______