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(PA 204) Intro to Management of Advanced Analytics Projects (PA 204.1)

Performance Analytics


Description

INSTRUCTOR-FACILITATED ONLINE COURSE
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START DATE: March 06, 2019

- Duration: 4 Weeks
- Expected time commitment: up to 5 hours per week, on average
- Weekly virtual live session: 1 hour each week during the course, tentatively scheduled for Mondays at 12 p.m.
- Check our FAQ for more details: https://govex.academy/faq
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- Is your city a part of What Works Cities? You may be able to take this course for free. Enter your coupon code when signing up. If you’re not sure whether your city is a part of What Works Cities, please email govextraining@jhu.edu.
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This online course, developed by the Center for Government Excellence at Johns Hopkins University, will provide an introduction to advanced data analytical techniques and how they are being used in cities to improve the quality of life for residents. You will gain practical experience in scoping data science problems, applying statistical analyses, and communicating results.

By the end of this course, you will be able to:
- Describe the value of applied analytics in a variety of scenarios;
- Scope applied analytics projects using an inclusive and power-aware process;
- Identify opportunities to use prediction and optimization techniques;
- Recognize and account for outcome bias in data collection and algorithmic processes; and
- Advocate for opportunities to improve data-based decision making within your government.
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This course aligns with the following What Works Cities Certification Criteria focused on Performance Analytics. The full list of criteria can be found at https://medium.com/@WhatWorksCities/5c514f1dff1b.

- Your local government identifies strategic goals, aligns a diverse set of measures with those goals, and uses data to evaluate progress toward them.
- Your local government holds performance management meetings during which it reviews data, discusses insights, and makes decisions about its strategic goals at least quarterly.
- Your local government leaders have the ability to access and incorporate data analysis when necessary for strategic decision-making.
- Your local government uses analysis produced as part of your local government’s performance and/or analytics program to inform decisions about resource allocation, hiring, and/or service delivery.

Content
  • About the course
  • Week 1 - FINDING THE RIGHT PROBLEM
  • Week 2 - ANALYTICS AS A TEAM SPORT
  • Week 3 - Predictive modeling and recommendations
  • Week 4 - Analytics Plan, and Examples from Cities and Your Work
  • Course wrap-up 100d
Completion rules
  • All units must be completed