Data science perspectives on pandemic management
- Offered byCoursera
Data science perspectives on pandemic management at Coursera Overview
Duration | 10 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data science perspectives on pandemic management at Coursera Highlights
- Earn a Certificate upon completion
Data science perspectives on pandemic management at Coursera Course details
- The COVID-19 pandemic is one of the first world-wide scenarios where data made a difference in capturing and analyzing the diffusion and impact of the diseaseThis course describes modern methods for data-driven policy making in the context of pandemics
- Discussed methods include policy making, innovation, and technology governance; data collection from citizens, crowdsourcing, gamification, and game with a purpose (GWAP); crowd monitoring and sensing; mobility and traffic analysis; disinformation and fake news impacts; and economical and financial impacts and sustainability models
- Methods, tools, and analyses are presented to demonstrate how data can help in designing better solutions to pandemics and world-wide critical events
- In this course you will discover the role of policy making and technology governance for managing pandemics
- You will learn about methods like crowdsourcing, gamification, sensing of crowds and built environments, and contact tracing for understanding the dynamics of the pandemic
- The course also covers the financial models that describe the pandemic monetary impact on individuals and organizations, as well as the financial sustainability models that can be defined
Data science perspectives on pandemic management at Coursera Curriculum
Introduction and Policies
Welcome and introduction
Policies and technologies for pandemics - Part 1
Policies and technologies for pandemics - Part 2
Quiz on policies and technologies
Crowdsourcing and Gamification
Crowdsourcing lesson
Gamification lesson
Crowdsourcing and Gamification Quiz
The COCTEAU Methodology and Tool
COCTEAU in Practice: Application to Post-pandemic Analysis Scenarios
Detailed Guidance on How to Use COCTEAU
Quiz
Crowdsourcing and Crowdsensing of the Built Environment
Introduction
Fundamentals of OpenStreetMap
Querying OSM data
Sensemaking of OSM data
Reading Materials
Tutorials and Tools
Quiz on Crowdsensing of the Built Environment
Contact Tracing
New Video
New Video
SARS-CoV-2 epidemic control with digital contact tracing
New Video
Quiz on Disinformation
Financial impacts of COVID
General Introduction
Bayesian merging of ratings
Network models for lockdown policies
Network models for credit rating
Merging of ESG ratings
Macroeconomic rating for financial stability
Explainable AI methods for Financial inclusion
Reading on General Introduction
Reading on Bayesian merging of ratings
Reading on Network models for lockdown policies
Reading on Network models for credit rating
Reading on Merging of ESG ratings
Reading on Macroeconomic rating for financial stability
Reading on Explainable AI methods for Financial inclusion
Quiz on Bayesian merging of ratings
Quiz on Network models for lockdown policies
Quiz on Network models for credit rating
Quiz on Merging of ESG ratings
Quiz on Macroeconomic rating for financial stability
Quiz on Explainable AI methods for Financial inclusion
Data science perspectives on pandemic management at Coursera Admission Process
Important Dates
Other courses offered by Coursera
Student Forum
Anything you would want to ask experts?