Machine Learning Tutorial Python - 3: Linear Regression Multiple Variables

codebasics · Beginner ·📐 ML Fundamentals ·7y ago

In this machine learning tutorial with python, we will write python code to predict home prices using multiple variable linear regression in python (using sklearn linear_model). Home prices are dependent on 3 independent variables: area, bedrooms and age. Pandas dataframe is used to fill missing values first and then use that dataset to train a multivariate regression model.You can use exercise at the end to consolidate your understanding on whatever you have learnt in this machine learning tutorial. #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #Py…

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Chapters (8)

Linear Regression With Multiple Variables:

0:48 Data set

2:07 Linear Equation

3:28 Load Data in Pandas Data Frame

4:16 Data preeprocessing (Handle Missing Values)

6:17 Train Lemear Model

8:18 Predict home prices using trained model

11:35 Exercise to predict hired candidates salary based on few parameters

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