Extend Data Capabilities of Adobe Experience Platform

Description

Extend Data Capabilities of Adobe Experience Platform is a 1-day instructor-led (classroom or virtual) course, where you will learn to author a machine learning model, create a recipe, train and score the machine learning model, and analyze Google Analytics data in Experience Platform by using Customer Journey Analytics (CJA). You will also learn how to publish the trained machine learning model and enrich the analysis of Google Analytics data in Experience Platform.

Highlights

  • Add sample data to Real-time Customer Profile
  • Interact with data in Experience Platform from a local JupyterLab environment
  • Author the machine learning model and operationalize the recipe in JupyterLab notebook
  • Train and score the machine learning model by using the recipe in Experience Platform
  • Publish the machine learning model as a scheduled service in Experience Platform
  • Explain how to leverage Google Big Query for data analysis in Experience Platform
  • Connect Google Cloud Platform and Big Query to Experience Platform
  • Load Google Analytics data by using Big Query into Experience Platform
  • Analyze Google Analytics data by using Experience Platform CJA

Details

Adobe

Adobe Experience Platform (AEP) enables organizations to create real-time centralized profiles of their customers, based on aggregated data from multiple sources. AEP builds upon the traditional functionality of a Real-time Customer Data Platform (RT-CDP) while also applying data science and machine learning to deliver consistent interactions at scale, across several orchestration layers in your marketing stack. AEP can leverage existing data sources such as behavioural, transactional, financial or operational information to enhance existing decisioning & CRM technologies to drive business outcomes.

Outcomes and insights through AEP include: Providing consistent data governance, managing data on one platform, building real-time profiles, building advanced segments, and activating audiences across profiles.