Simple Linear Regression | Lecture 49 | DSMP 2023

Code - https://github.com/campusx-official/100-days-of-machine-learning/tree/main/day48-simple-linear-regression Github Repo: https://github.com/campusx-official/100-days-of-machine-learning/tree/main/day49-regression-metrics PDF: https://drive.google.com/file/d/18oSjN8aEztz_m-_CoKb5i_kGHvKccjdp/view?usp=share_link ============================ 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 02:37 - Introduction 09:48 - Simple Linear Regression 19:30 - Code Example 31:09 - Intuition 35:53 - How to find m and b? 01:28:27 - Regression Metrics 01:29:27 - MAE 01:35:35 - MSE 01:40:24 - RMSE 01:43:47 - R2 Score 01:55:00 - Adjusted R2 Score 02:01:32 - Code Example ✨ Hashtags✨ #DataScience #MachineLearning #Deeplearning #CampusX