Simple Linear Regression | Lecture 49 | DSMP 2023
Channel: CampusX
Date: 2023-04-18

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

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⌚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

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#DataScience #MachineLearning #Deeplearning #CampusX