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Multivariate Linear Regression & Gradient Descent | Day 5 Of 100 Days Of Machine Learning
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Join me on #100DaysOfML and follow along to learn machine learning!
Day 5 of 100:
Day 5 is all about Multivariate Linear Regression and Gradient Descent. Multi variate linear regression is an extremely important concept in machine learning as a lot of data problems fit to this solution and can be solved using it. In real life, when we are trying to create predictions of classifications based of data, we will take into account a lot of different factors, also known as features. Hence our equation will have multiple variables.
Gradient descent in an important function which will help us arrive at the optimum weight values that give the lowest loss.
Timestamps
0:00 Intro
1:29 Multivariate Linear Regression
3:34 Gradient Descent
6:16 Learning Rate
8:23 Recap
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