Misión
Data Scientist
8 Módulos
12 Retos
9 horas 50 minutos
Gain a greater understanding of the key features, capabilities, and benefits of Prediction Studio. Prediction Studio is the dedicated workspace for data scientists to control the life cycles of predictions and the predictive models that drive them. Configure the predictions that are deployed in Customer Decision Hub™ to guide real-time customer interactions.
Customer Decision Hub predictions
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Módulo
Customer Decision Hub predictions
5 Temas
55 minutos
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Familiarize yourself with the one-to-one customer engagement paradigm and discover how Pega's omni-channel AI delivers the right action during every...
Enabling AI in the NBA framework
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Módulo
Enabling AI in the NBA framework
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
4 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
4 Temas
50 minutos
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It is a regular data scientist task to inspect the health of the adaptive models and share the findings with the business. The predictive performance...
Monitoring predictions
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Reto
Monitoring predictions
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...
Monitoring adaptive models
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Reto
Monitoring adaptive models
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...
Exporting historical data
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Reto
Exporting historical data
4 Tareas
15 minutos
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U+ Bank has implemented Pega Customer Decision Hub™ to display a personalized credit card offer to eligible customers on their website. As a data...
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
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
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 predictions
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Módulo
Creating predictions
3 Temas
35 minutos
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Predicting customer churn is one among many business use cases involving predictive models. Pega Customer Decision Hub™ uses predictions that use...
Creating a churn prediction
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Reto
Creating a churn prediction
2 Tareas
15 minutos
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U+ Bank uses Pega Customer Decision Hub™ to personalize the credit card offer a customer is presented on their website. If a customer is eligible for...
Leveraging a churn prediction
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Reto
Leveraging a churn prediction
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...
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
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
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...
MLOps
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Módulo
MLOps
2 Temas
25 minutos
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Learn how to use Machine Learning Operations (MLOps) to replace the predictive model that drives a prediction with a new model. You can import a...
Replacing a predictive model
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Reto
Replacing a predictive model
3 Tareas
10 minutos
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U+ Bank uses Pega Customer Decision Hub™ to personalize the credit card offers that a customer is presented on its website. To customers that are...
Text analytics for email routing
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Módulo
Text analytics for email routing
3 Temas
35 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...
Training a topic model to improve email routing
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Reto
Training a topic model to improve email routing
3 Tareas
20 minutos
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U+ Bank uses Pega Customer Service™ to route incoming emails to the appropriate department based on the topic of the email. For several use cases (for...
