Exponentials: Epidemics, Cryptography, Forest Fires, AI
Develop an intuition for the power of exponential growth by investigating examples as diverse as Ponzi schemes, spread of forest fires, length of passwords and cryptography, virus multiplication, AI and the singularity.
The SARS-CoV-2 virus pandemic's exponential growth has already changed the world we live in. It took 67 days to reach 100,000 cases; the next 100,000 cases took just 11 days, and the third 100,000 cases took 4 days. Most of us find it hard to appreciate and predict such a rapid rate of growth at the initial stages, because it is intuitively difficult to understand the power of the exponential.
But exponential growth isn't limited to just viruses. We can find it everywhere in life. This is the same reason why a student studying less than an hour a day for a very long time is often far more successful than a student studying 16-hours per day just before the exams. This is also the reason why compound interest over a long time on small savings will result in a fortune.
This course will help students develop an intuition for the power of exponential growth by investigating examples as diverse as Ponzi schemes, spread of forest fires, length of passwords and cryptography, virus multiplication, AI and the singularity.
In the final part of the course, students will learn about different techniques to slow exponential growth (or ‘bend the curve’) - for example, how one can slow down the spread of a virus.
Navin Kabra is CTO and Co-Founder at ReliScore, a company that provides skill and capability assessment solutions to the software industry. He also consults and advises multiple GoI initiatives, as well as fintech companies in the private sector (Innoviti - payments processing, and FinIQ - derivatives and other financial products).
Navin has several peer-reviewed articles in international conferences / journals and is also an inventor on 18 US Patents, 2 European Patents, and 1 Japanese Patent, filed as part of his work for 3 different companies (Symantec, Veritas, TeraData).
Navin has an undergrad degree (IIT Bombay) and a Ph.D (Univ of Wisconsin, Madison), both in Computer Science.