Misión
Data Scientist
Archived
9 Módulos
10 Retos
8 horas 35 minutos
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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Módulo
One-to-one customer engagement
3 Temas
30 minutos
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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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Módulo
Prediction Studio overview
Archived
1 Tema
15 minutos
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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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Módulo
Enabling AI in the NBA framework
Archived
5 Temas
50 minutos
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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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Reto
Adding predictors to an adaptive model
Archived
5 Tareas
10 minutos
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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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Módulo
Monitoring adaptive models
Archived
2 Temas
25 minutos
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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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Reto
Monitoring adaptive models
Archived
3 Tareas
10 minutos
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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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Módulo
The impact of machine learning
1 Tema
15 minutos
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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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Reto
Monitoring predictions
Archived
4 Tareas
15 minutos
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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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Módulo
Creating and understanding decision strategies
4 Temas
1 h 10 minutos
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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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Reto
Creating a decision strategy
Archived
4 Tareas
25 minutos
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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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Reto
Testing a decision strategy
Archived
4 Tareas
25 minutos
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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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Módulo
Creating predictive models
5 Temas
50 minutos
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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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Reto
Building models with Pega machine learning
Archived
7 Tareas
5 minutos
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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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Reto
Importing predictive models
Archived
2 Tareas
5 minutos
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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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Módulo
Using predictive models
Archived
2 Temas
20 minutos
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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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Reto
Leveraging predictive models
Archived
3 Tareas
25 minutos
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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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Módulo
Text analytics for email routing
Archived
6 Temas
40 minutos
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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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Reto
Using rule-based topic detection to route emails
Archived
3 Tareas
20 minutos
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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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Reto
Using model-based topic detection to route emails
Archived
4 Tareas
20 minutos
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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...
