RMSProp Explained in Detail with Animations | Optimizers in Deep Learning Part 5
Channel: CampusX
Date: 2022-08-05

Root Mean Squared Propagation, or RMSProp, is an extension of gradient descent and the AdaGrad version of gradient descent that uses a decaying average of partial gradients in the adaptation of the step size for each parameter.

Digital Notes for Deep Learning: https://shorturl.at/NGtXg

============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in
============================

📱 Grow with us:
CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official
CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official
My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789
Discord: https://discord.gg/PsWu8R87Z8

👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science!

💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you!

⌚Time Stamps⌚

00:00 - Intro
00:15 - What is RMSProp
03:33 - The Math behind RMSProp
10:35 - Understanding with Animation
11:28 - Disadvantages
12:25 - Outro