Calculus-Based Principles Found in Neural Networks

by Sebastian Palacio-Mejia

Submitted : Spring 2022

As technology continues to advance in the twenty-first century, the mechanics behind everyday products also continues to become complexed with algorithms and machine learning techniques. Likewise, Computer Science has experienced exponential growth within the past few decades that has caused great advancements in different fields such as machine learning and artificial intelligence. Although advancements in these fields can help increase the standard of living and user experience, they are not easy to create. Many Computer Scientists that study the field of machine learning believe that Calculus based principles helps support and run algorithms that would be impossible without the knowledge of Calculus. Mathematics is often seen to be nothing more than a class one may take in university, but this subject area offers much more as it secretly runs the world, we live in

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