Simple Linear Regression | Machine Learning Fundamentals

In this video, I teach you how to build a simple linear regression machine learning model using Python. This type of machine learning model allows you to predict continuously varying outcomes based on the input data you provide. Whether you're forecasting sales, predicting housing prices, or estimating stock market trends, simple linear regression can offer insightful predictions with a clear understanding of the relationships between variables. #machinelearning #ml #artificialintelligence Code: https://colab.research.google.com/drive/1QibbfF78WL91218XLi3FgYuyfdJwdiG7?usp=sharing Dataset: https://www.kaggle.com/datasets/krishnaraj30/salary-prediction-data-simple-linear-regression/data Join the Community! - https://rebrand.ly/discordlink Want to Support the Channel? - Become a Member: https://www.youtube.com/KodySimpson/join - https://buymeacoffee.com/kodysimpson Timestamps: 0:00:00 - Introduction 0:00:35 - What is Linear Regression 0:07:15 - Importing the Dataset 0:11:50 - Visualizing the Data 0:13:35 - Training a Model 0:23:20 - Evaluating the Results My Socials: Github: https://github.com/KodySimpson Instagram: https://www.instagram.com/kody_a_simpson/ Twitter: https://twitter.com/kodysimp Blog: https://simpson.hashnode.dev/ More Videos coming soon. Leave a comment for any future video suggestions.