Mission
Data Scientist
Archived
9 Module
10 Challenges
8 Std. 35 Min.
Gain a greater understanding of the key features, capabilities, and benefits of Prediction Studio. Learn how to manage adaptive models and build predictive models that are used in strategies that guide real-time customer interactions.
Access the offline mission content here.
One-to-one customer engagement
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Modul
One-to-one customer engagement
3 Themen
30 Min.
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Familiarize yourself with the one-to-one customer engagement paradigm. Learn about the business problems Pega Customer Decision Hub™ can solve and...
Prediction Studio overview
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Modul
Prediction Studio overview
Archived
1 Thema
15 Min.
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Prediction Studio is the dedicated workplace for data scientists to control the life cycles of advanced analytics models. The model types available in...
Enabling AI in the NBA framework
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Modul
Enabling AI in the NBA framework
Archived
5 Themen
50 Min.
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Learn how every next-best-action weighs customer needs against business objectives to optimize decisions based on priorities set by the business...
Adding predictors to an adaptive model
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Challenge
Adding predictors to an adaptive model
Archived
5 Aufgaben
10 Min.
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U+ Bank is implementing cross-sell of their credit cards on the web by using Pega Customer Decision Hub™. The implementation team has set up the...
Monitoring adaptive models
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Modul
Monitoring adaptive models
Archived
2 Themen
25 Min.
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The predictive performance and success rate of individual adaptive models provide information that can help business users and decisioning consultants...
Monitoring adaptive models
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Challenge
Monitoring adaptive models
Archived
3 Aufgaben
10 Min.
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The U+Bank implementation for cross-sell on the web of their credit cards and the models have been learning for some time. Your task is to inspect the...
The impact of machine learning
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Modul
The impact of machine learning
1 Thema
15 Min.
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The boost in the success rate, also known as lift, that artificial intelligence (AI) achieves is an important business metric. To report on this...
Monitoring predictions
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Challenge
Monitoring predictions
Archived
4 Aufgaben
15 Min.
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U+ Bank has recently implemented Pega Customer Decision Hub™ to display a personalized credit card offer to eligible customers on their website. The...
Creating and understanding decision strategies
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Modul
Creating and understanding decision strategies
4 Themen
1 Std. 10 Min.
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Next-Best-Action Designer provides a guided and intuitive UI to bootstrap your application development with proven best practices that generate the...
Creating a decision strategy
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Challenge
Creating a decision strategy
Archived
4 Aufgaben
25 Min.
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As a Strategy designer, you are tasked to design a basic decision strategy that outputs the Label action with the lowest printing cost. A set of Label...
Testing a decision strategy
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Challenge
Testing a decision strategy
Archived
4 Aufgaben
25 Min.
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A decision strategy that produces the Next-Best-Label action has been set up. The main purpose of the decision strategy is to select the label with...
Creating predictive models
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Modul
Creating predictive models
5 Themen
50 Min.
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In Prediction Studio, three option to leverage historical data are available: creating models using Pega machine learning, importing models created in...
Building models with Pega machine learning
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Challenge
Building models with Pega machine learning
Archived
7 Aufgaben
5 Min.
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U+ Bank uses artificial intelligence (AI) to determine which credit card offer to show a customer on the bank’s website. To reduce the number of...
Importing predictive models
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Challenge
Importing predictive models
Archived
2 Aufgaben
5 Min.
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U+ Bank has recently implemented Pega Decision Management but has already been using predictive models created by an external bureau for some time...
Using predictive models
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Modul
Using predictive models
Archived
2 Themen
20 Min.
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Predictive analytics requires historical data that contains the customer behavior you want to predict. A predictive model is used to predict an...
Leveraging predictive models
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Challenge
Leveraging predictive models
Archived
3 Aufgaben
25 Min.
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U+ Bank uses AI to determine which credit card offers to show to customers on its website. The bank wants to reduce the number of clients that leave...
Text analytics for email routing
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Modul
Text analytics for email routing
Archived
6 Themen
40 Min.
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Humans can effortlessly interpret a single tweet but are unable to parse a large volume of information efficiently. Businesses are exploring ways to...
Using rule-based topic detection to route emails
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Challenge
Using rule-based topic detection to route emails
Archived
3 Aufgaben
20 Min.
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U+ Bank is a financial company that wants to improve their customer engagement. U+ Bank recently opened an email channel where customers can initiate...
Using model-based topic detection to route emails
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Challenge
Using model-based topic detection to route emails
Archived
4 Aufgaben
20 Min.
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U+ Bank currently has a rule-based email routing system in place — all emails with the topic detected as address change are routed to the Account...
