CampusX Data Science Mentorship Program 2022-23 - Principle Component Analysis (PCA) | Part 1 | Geometric Intuition

This video focuses on providing a clear geometric intuition behind PCA. Learn the basics and set the foundation for understanding how PCA works in simplifying and preserving important information in your data. ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in/s/store ============================ 📱 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 E-mail us at [email protected] ⌚Time Stamps⌚ 00:00 - Intro 00:44 - What is PCA 05:16 - Benefits of using PCA 07:33 - Geometric Intuition 25:01 - What is variance and why is it important?