YoVDO

Decision trees and dealing with uncertainty

Offered By: The Open University via OpenLearn

Tags

Decision Trees Courses Probability Courses Uncertainty Management Courses Expected Values Courses

Course Description

Overview

This free course introduces basic ideas of probability. It focuses on dealing with uncertainty in a financial context and explores decision trees, a powerful decision-making technique, which can help you to simplify and formulate business decisions. The course also includes videos that introduce the key ideas and guide you through numerous examples.

Syllabus

  • Introduction
  • Learning outcomes
  • 1 Dealing with uncertainty: an introduction to probability
  • 1 Dealing with uncertainty: an introduction to probability
  • 2 Check your understanding of probability
  • 2 Check your understanding of probability
  • 3 Expected values
  • 3 Expected values
  • 4 Decision trees
  • 4 Decision trees
  • 4.1 Decision trees and expected value
  • 4.2 A complex decision tree – deciding whether or not to launch a product early
  • 4.3 A complex decision tree – developing a new pharmaceutical drug
  • Conclusion
  • References
  • Acknowledgements

Tags

Related Courses

Statistical Learning with R
Stanford University via edX
The Analytics Edge
Massachusetts Institute of Technology via edX
Machine Learning 1—Supervised Learning
Brown University via Udacity
The Caltech-JPL Summer School on Big Data Analytics
California Institute of Technology via Coursera
機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera