In this video, we discuss the Gradient Descent optimization method in machine learning and data science using a linear regression example. We show how to define a cost function, find partial derivatives and gradient, and implement the gradient descent update rule. This video covers the mathematical foundations of machine learning and data science for those who are interested in becoming an expert.
Here is the link to an introductory video on understanding gradients: https://youtu.be/tqdeAH7azOI
#GradientDescent #MachineLearning #Optimization
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3 Easy Steps to Understand Gradient Descent in Machine Learning with Dr. Data Science | NatokHD