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Delivering an Advanced Data Science Project

Skills Gained

  • This course will prepare you to:
       -The ability to deliver an advanced data science project for a customer.
       -A deep understanding of the principles and practices of using the CRISP DM methodology within the context of a data science project.
       -The opportunity to practice with a complex customer data science problem based on a financial services use case.
       -The ability to apply knowledge on SAP Predictive Analytics to complex data science problems.
       -The ability to transfer the above insight into other key SAP Data Science tools (e.g. SAP Analytics Cloud, SAP HANA ML, etc).…

Who Can Benefit

  • Data Scientist
  • Data Analyst
  • Data Engineer
  • Business Analyst

Prerequisites

  • Essential:
       -DSC100
       -DSC200
  • Recommended:
       -PAII10
       -Project Management Skills

Course Details

Course Content

  • Introduction
       -Introduction
  • Business Understanding
       -Business Understanding
  • Data Understanding
       -Data Understanding
  • Data Preparation
       -Data Preparation Phase
  • Modeling
       -Modeling Phase
  • Scenario 1
       -Data Preparation / Modeling - Scenario 1
  • Evaluation
       -Evaluation Phase
  • Scenario 2
       -Scenario 2: Data Preparation / Modeling / Evaluation
  • Deployment
       -Deployment Phase
  • Scenario 3
       -Data Preparation / Modeling / Evaluation - Scenario 3
  • Scenario Deployment
       -Scenario Deployment
  • Final Presentation
       -Final Presentation

Course based on software release

  • Predictive Analytics and Factory