Simple Linear Regression | Machine Learning Fundamentals

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Kody Simpson

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Published on July 1, 2024 2:25:54 AM ● Video Link: https://www.youtube.com/watch?v=ogLNsTrx_QQ

Duration: 32:36

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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
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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

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