Understanding Covid-19 with Data Science Courses Bangalore

Table of Contents

When we discuss COVID-19, the first thing that comes to mind is the role of health workers who lead from the front. Data scientists are working from home and not contributing to helping humanity out of this crisis during such times. But is this statement true? To answer this, we must know that wherever there is data, we need data scientists.

DATA AND COVID-19

We might or might not sense it, but data is everywhere. Everything we see, search, shop, or buy is a part of a large dataset. This dataset is being used to analyze various trends and behaviors. The COVID-19 pandemic is generating lots and lots of data. This data is being gathered and analyzed to understand its spread and develop a preventive mechanism or even a permanent solution. Also, this data is being used to study the entire pandemic’s lifecycle. Click here for more information Data Science Training in Pune

DETECTION

Many undergoing projects use Artificial Intelligence (AI), using deep learning and machine learning algorithms to analyze big data collected from thousands of sources to specialize in Infectious disease surveillance. Currently, there is no standard method for detecting COVID-19. Though CT is being used for the same purpose, it gives a similar result for COVID-19 and other kinds of respiratory diseases. But researchers do believe that AI can be used to upgrade chest imaging to give a much more clean and reliable output to differentiate between the symptoms of COVID-19 and pneumonia.

SPREAD

Along with detection, data analytics can also be used to study the spread of diseases. For example, BlueDot, a Toronto start-up, uses airline ticketing data to predict the spread from one city to another. In India, Arogya Setu mobile application uses location statistics to analyze the spread. It gives a warning to the user when they come in the range of an infected person. It also helps the local health authorities to detect the location of all the people at high risk.

MANAGING THE SITUATION

After the outbreak, the public health authorities can use AI-driven applications to control the pandemic. As advised by every national and international health organization, social distancing is the most effective way to break the chain, but let’s not forget that human beings are social beings. Maintaining distance is hard in populated countries like India. These days, thermal and face detection security cameras are installed in public places to warn whenever there is less than a 6-foot distance between people. Robots tend to patients when there are high chances of getting infected. Drones are used in containment zones to supply daily necessities such as groceries, toiletries, masks, etc.

RECOVERY

The last and most important step is recovery. Recovery is not only required for the pandemic but also economics. Both medical and economic recovery is based on data science. For medical recovery, a vaccine is required that can be made only when we have an adequate amount of data about the disease. Data about the disease includes its symptoms, what age group it has affected the most, the recovery rate, the fatality rate, the recovery time, etc. For economic recovery, information is required to understand what class of society was affected the most, how many people were affected, etc. Data science can help the decision-making body take the necessary actions. Know more about Data Science Course in Chennai

CONCLUSION

Data science plays a key role in understanding and managing the situation during the COVID-19 pandemic. Though the situation came like a surprise, we have handled it with much more ease than any other past pandemic with the help of data science course in bangalore.