Book Image

Mathematical Foundation for AI and Machine Learning [Video]

By : Eduonix Learning Solutions
5 (1)
Book Image

Mathematical Foundation for AI and Machine Learning [Video]

5 (1)
By: Eduonix Learning Solutions

Overview of this book

Artificial Intelligence has gained importance in the last decade with a lot depending on the development and integration of AI in our daily lives. The progress that AI has already made is astounding with innovations like self-driving cars, medical diagnosis and even beating humans at strategy games like Go and Chess. The future for AI is extremely promising and it isn’t far from when we have our own robotic companions. This has pushed a lot of developers to start writing codes and start developing for AI and ML programs. However, learning to write algorithms for AI and ML isn’t easy and requires extensive programming and mathematical knowledge. Mathematics plays an important role as it builds the foundation for programming for these two streams. And in this course, we’ve covered exactly that. We designed a complete course to help you master the mathematical foundation required for writing programs and algorithms for AI and ML.
Table of Contents (5 chapters)
Chapter 3
Multivariate Calculus
Content Locked
Section 4
Gradient Visualization
Multivariate Calculus: Gradient Visualization