University of Michigan
Data Analytics in the Public Sector with R Specialization
University of Michigan

Data Analytics in the Public Sector with R Specialization

Using Data to Inform Public Policy. Learn data analytics skills using the R programming language and how to apply this work to positively impact the public sector.

Paula Lantz
Christopher Brooks

Instructors: Paula Lantz

Included with Coursera Plus

Get in-depth knowledge of a subject
4.8

(76 reviews)

Intermediate level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.8

(76 reviews)

Intermediate level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Use the R programming language to gather, manipulate, analyze, visualize, and interpret data

  • Identify and address common political and ethical challenges in data analysis

  • Interpret data to inform public policy and public administrative functions using hands-on activities with real-world data sets

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
40 practice exercises

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Michigan

Specialization - 4 course series

What you'll learn

  • Understand key terms and concepts in public administration, public policy

  • Learn foundational techniques using the R programming language

  • Create custom functions to analyze population data commonly found in public sector analytics

Skills you'll gain

R Programming, Public Administration, Data Analysis, Surveys, Public Policies, Data Transformation, Data Manipulation, Demography, Tidyverse (R Package), Policy Analysis, Statistical Programming, Data Cleansing, and Data Visualization

What you'll learn

  • Understand the core pillars of the public sector and the core functions of public administration through statistical Exploratory Data Analysis (EDA)

  • Use R to explore, visualize, and present data, with a focus on equity and the administrative functions of planning and reporting

Skills you'll gain

Ggplot2, Exploratory Data Analysis, Histogram, R Programming, Data Visualization Software, Plot (Graphics), Data Analysis, Policy Analysis, Tidyverse (R Package), Trend Analysis, R (Software), Scatter Plots, Graphic and Visual Design, Data Presentation, Data Visualization, Statistical Visualization, and Public Administration

What you'll learn

  • Apply data analysis techniques to the core public sector principles of efficiency, effectiveness, and equity

  • Develop analytical skills commonly used to analyze and assess policies and programs

  • Answer questions policymakers ask such as “What should we do?” and “Did it work?”

Skills you'll gain

Policy Analysis, Data Analysis, Program Evaluation, Research Design, Time Series Analysis and Forecasting, Statistical Hypothesis Testing, Statistical Analysis, Public Policies, Policy Development, R Programming, Analytical Skills, Forecasting, Data-Driven Decision-Making, and Statistical Methods

What you'll learn

  • Explore common ethical challenges associated with data, data analytics, and randomized controlled trials in the public sector

  • Understand the ethical issues related to data systems and data analysis by understanding frameworks, codes of ethics, and professional guidelines

  • Conduct an applied policy options analysis using authentic data from a real-world case study

Skills you'll gain

Data Ethics, Ethical Standards And Conduct, Political Sciences, Case Studies, Machine Learning, Data Analysis, Data-Driven Decision-Making, Data Presentation, Public Administration, Analytics, R Programming, Predictive Modeling, and Policy Analysis

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Paula Lantz
University of Michigan
5 Courses32,364 learners

Offered by

Industry partners

Partner 1

Compare with similar products

Rating
Level
Skills
Tools
Last updated
Number of practice exercises
Degree eligibility
Part of Coursera Plus

You might also like

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions