P&G Friends of Data Science Foundations: Intermediate (L2)
  • Type Learning
  • Level Intermediate
  • Time Months
  • Cost Paid

P&G Friends of Data Science Foundations: Intermediate (L2)

Issued by P&G

Earner is able to build models to discover relationships between variables that hold up out-of-sample and master practical methodologies to apply data science. Earner has applied regression, Gauss, mining process, decision trees, random forests, neural networks, spurious correlation, cognitive bias, resampling techniques, CRISP-DM, multinomial and binary classification to a real case with success.

  • Type Learning
  • Level Intermediate
  • Time Months
  • Cost Paid

Skills

Earning Criteria

  • 2 weeks full time course (face to face). Enroll at My Learning (search classes for item 8298280)
  • 10 remote learning weeks with video lectures, homework, office hours, and consultation time. Expect 5-10 hours of effort per week. (see the program outline)
  • Office Hours to talk to the instructors twice per week with time zones set to accommodate Asia, Europe, and West Coast US. A weekly conference call to discuss homework
  • Final exam to ensure mastery of the material on data management, modeling, tools and statistical foundations (alternatively a Capstone project that shows hands-on fluency with before mentioned concepts)
  • Demonstration of learning applied to one of the personal priorities in the individual Impact Plan reviewed with FoDS L2 review board comprised of External Experts & Data Science/Program leaders