Blog_Banner_Asset
    Homebreadcumb forward arrow iconBlogbreadcumb forward arrow iconArtificial Intelligencebreadcumb forward arrow iconHow ML & AI Weaken the Coronavirus Outbreak

How ML & AI Weaken the Coronavirus Outbreak

Last updated:
29th May, 2020
Views
Read Time
4 Mins
share image icon
In this article
Chevron in toc
View All
How ML & AI Weaken the Coronavirus Outbreak

Who would’ve thought the world would face a pandemic in 2020? 

Until a vaccine is developed, we all should follow social distancing and ensure that the spread of this virus slows down. The vaccine could be a year away, but that doesn’t mean we can’t do anything about it. 

Top Machine Learning and AI Courses Online

We’ve faced such outbreaks in the past too. But this time, we have the power of artificial intelligence and machine learning in our hands. We can use these technologies to tackle this issue and solve it as fast as possible. In this article, we’ll take a look at five applications of AI to mitigate COVID19. Let’s get started:

Ads of upGrad blog

Trending Machine Learning Skills

Vaccine Development

Probably the most crucial use of AI to mitigate COVID19 would be in vaccine development. In the current day and age, we are capable of combating such crises through science and engineering. We can use artificial intelligence and machine learning to enhance the speed of the drug discovery process and ensure that it becomes usable as early as possible.

Researchers have been using AI and ML for drug development for several years now. We can use machine learning models to determine the effect of different drugs on the Coronavirus, remove futile options, and study the virus properly. 

Chatbots to Make Diagnosis

Many websites use chatbots to enhance their user experience. They offer many advantages to the customers by answering their questions quickly and giving them a personalized experience. They automate customer support for companies so they can focus better on other areas of their organization.

So, in the current times when hospitals are under the stress of hundreds of coronavirus cases, they can use chatbots to handle the suspected cases. Chatbots can help people in figuring out whether they have the virus or not through simple questionnaires. People can use these chatbots and determine how high their chances of having the Coronavirus are.

You can use a chatbot that asks for your travel history, body temperature, symptoms, and geolocation to give you an idea of the probability of having the virus. This way, those who are at low risk of having the illness can stay home, and only those would go to the hospital whose chances are considerably high. 

Popular AI and ML Blogs & Free Courses

Predict the Virus Spread

AI prediction systems are already quite popular. From e-commerce stores to banks, many organizations use these prediction systems for different purposes. Finance companies use these systems to detect frauds, whereas ad companies enhance their targeting through the same.

We can use these AI systems to predict the spread of Coronavirus. South Korea’s case is an excellent example of such an application of AI. South Korea had launched an app that monitored the whereabouts of its citizens. This allowed them to enforce social distancing. Furthermore, it helped the government in checking the virus’ spread by tracking the contact of infected people. South Korea was able to reduce the number of its coronavirus cases considerably through the use of this app. 

The Government of India has also launched a similar app, which checks the proximity of one person to another and alerts them in case they came in contact with a suspected case. It also has a chatbot that helps people assess if they are at risk of having the virus or not. By using this data, governments can predict and prevent the spread of the virus. 

Read more: Fight Coronavirus Pandemic With The Help of Data

Improving Hygienic Practices

Social distancing is the most potent weapon against Coronavirus. This virus is already causing a significant crisis and wreaking havoc on the global economy, so, to ensure that its spread slows down, governments are focusing on promoting social distancing.

Artificial intelligence can help governments in this regard as well. Through computer vision, governments can enforce social distancing and other hygienic practices. 

Computer vision is an AI technology that enables systems to understand images and label them accordingly. Computer vision is already quite popular among AI implementations, and you must’ve seen its use in your smartphone. For example, image classification is an application of computer vision where your computer classifies images according to the content present in them. Google Images uses image classification to create albums automatically.

Enrol for the Machine Learning Course from the World’s top Universities. Earn Masters, Executive PGP, or Advanced Certificate Programs to fast-track your career.

Staying Home and Staying Safe

Ads of upGrad blog

As you can see, AI and ML are helping us in multiple ways to combat this outbreak. From accelerating the vaccine development process to assisting the health workers, AI is active in all areas of this fight. 

If you want to become a part of this fight, you can learn AI online and start contributing as well. You can browse our blog and find more resources on artificial intelligence and machine learning. 

If you’re interested to learn more about machine learning, check out IIIT-B & upGrad’s PG Diploma in Machine Learning & AI which is designed for working professionals and offers 450+ hours of rigorous training, 30+ case studies & assignments, IIIT-B Alumni status, 5+ practical hands-on capstone projects & job assistance with top firms.

Profile

Pavan Vadapalli

Blog Author
Director of Engineering @ upGrad. Motivated to leverage technology to solve problems. Seasoned leader for startups and fast moving orgs. Working on solving problems of scale and long term technology strategy.
Get Free Consultation

Selectcaret down icon
Select Area of interestcaret down icon
Select Work Experiencecaret down icon
By clicking 'Submit' you Agree to  
UpGrad's Terms & Conditions

Our Popular Machine Learning Course

Explore Free Courses

Suggested Blogs

15 Interesting MATLAB Project Ideas & Topics For Beginners [2024]
82457
Diving into the world of engineering and data science, I’ve discovered the potential of MATLAB as an indispensable tool. It has accelerated my c
Read More

by Pavan Vadapalli

09 Jul 2024

5 Types of Research Design: Elements and Characteristics
47126
The reliability and quality of your research depend upon several factors such as determination of target audience, the survey of a sample population,
Read More

by Pavan Vadapalli

07 Jul 2024

Biological Neural Network: Importance, Components & Comparison
50612
Humans have made several attempts to mimic the biological systems, and one of them is artificial neural networks inspired by the biological neural net
Read More

by Pavan Vadapalli

04 Jul 2024

Production System in Artificial Intelligence and its Characteristics
86790
The AI market has witnessed rapid growth on the international level, and it is predicted to show a CAGR of 37.3% from 2023 to 2030. The production sys
Read More

by Pavan Vadapalli

03 Jul 2024

AI vs Human Intelligence: Difference Between AI & Human Intelligence
112983
In this article, you will learn about AI vs Human Intelligence, Difference Between AI & Human Intelligence. Definition of AI & Human Intelli
Read More

by Pavan Vadapalli

01 Jul 2024

Career Opportunities in Artificial Intelligence: List of Various Job Roles
89547
Artificial Intelligence or AI career opportunities have escalated recently due to its surging demands in industries. The hype that AI will create tons
Read More

by Pavan Vadapalli

26 Jun 2024

Gini Index for Decision Trees: Mechanism, Perfect & Imperfect Split With Examples
70805
As you start learning about supervised learning, it’s important to get acquainted with the concept of decision trees. Decision trees are akin to
Read More

by MK Gurucharan

24 Jun 2024

Random Forest Vs Decision Tree: Difference Between Random Forest and Decision Tree
51730
Recent advancements have paved the growth of multiple algorithms. These new and blazing algorithms have set the data on fire. They help in handling da
Read More

by Pavan Vadapalli

24 Jun 2024

Basic CNN Architecture: Explaining 5 Layers of Convolutional Neural Network
270717
Introduction In the last few years of the IT industry, there has been a huge demand for once particular skill set known as Deep Learning. Deep Learni
Read More

by MK Gurucharan

21 Jun 2024

Schedule 1:1 free counsellingTalk to Career Expert
icon
footer sticky close icon