There are no prerequisites for this course.
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This course will prepare functional managers and organizational practitioners to finally make sense of data analytics and take control of the analytic process. The “Data Analytics Boot Camp” develops core skills for goal-driven analytics and lays the foundation for data-intensive analytic projects that deliver insight, clarity, confidence and sound decision support.
Attendees will learn the four major types of problems encountered in commercial and public sector applications, and walk through a structured development process to grasp key issues they will face for each problem type. Unlike any other analytic or statistical training, this course maintains a decision strategy focus supported by work-along exercises. The exercises allow attendees to experience and organize the natural messiness of data analytics while reinforcing the skills to effectively drive their own projects. Participants return with a rich set of course notes, an analytic process guide, exercise session files and follow-on resources.
The Four Basic Project Types
The Motivation for Analytic Modeling
Model Development in Three Steps
Predicting a Value Given Specific Conditions
Identifying a Category Given Specific Conditions
Predicting the Next Step in a Sequence