SDS 486: The History of Calculus — with Jon Krohn

Physics

Calculus plays a pivotal role in physics, particularly in understanding motion and gravity. Jon Krohn highlights how Isaac Newton was the first to apply calculus to physics, using it to describe the laws of motion and define gravity 1. This mathematical framework allows physicists to model complex systems and predict their behavior accurately.

Newton is the person who really characterized gravity. He was able to define it.

--- Jon Krohn

By providing a systematic approach to solving physical problems, calculus remains an indispensable tool in the field 2.

   

Machine Learning

In the realm of machine learning, calculus is fundamental for developing and refining models. Jon Krohn explains that calculus is used in everything from simple regression models to complex deep learning algorithms 3. This mathematical discipline enables algorithms to learn and adapt, forming the backbone of modern data science techniques.

Calculus allowed him to do that. All right, if you're into learning more about calculus, particularly its applications to data science and machine learning.

--- Jon Krohn

For those interested in exploring these concepts further, Jon offers resources like his YouTube playlist and Udemy course, which delve into the mathematical foundations of machine learning 4.