Master House Price Prediction in Python: Complete Machine Learning Project ๐ก
Learn how to build an end-to-end house price prediction model in Python. Follow this comprehensive guide through the entire data science process to accurately forecast property values.

NeuralNine
347.3K views โข Nov 25, 2022

About this video
Today we complete a full machine learning project and we go through the full data science process, to predict housing prices in Python.
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๐ Programming Books & Merch ๐
๐ The Python Bible Book: https://www.neuralnine.com/books/
๐ป The Algorithm Bible Book: https://www.neuralnine.com/books/
๐ Programming Merch: https://www.neuralnine.com/shop
๐ Social Media & Contact ๐
๐ฑ Website: https://www.neuralnine.com/
๐ท Instagram: https://www.instagram.com/neuralnine
๐ฆ Twitter: https://twitter.com/neuralnine
๐คต LinkedIn: https://www.linkedin.com/company/neuralnine/
๐ GitHub: https://github.com/NeuralNine
๐ Discord: https://discord.gg/JU4xr8U3dm
๐ต Outro Music From: https://www.bensound.com/
Timestamps:
(0:00) Intro
(0:44) Loading Data Set
(6:32) Data Exploration
(13:24) Data Preprocessing
(19:54) Feature Engineering
(22:40) Linear Regression Model
(30:02) Random Forest Model
(40:06) Outro
โพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพโพ
๐ Programming Books & Merch ๐
๐ The Python Bible Book: https://www.neuralnine.com/books/
๐ป The Algorithm Bible Book: https://www.neuralnine.com/books/
๐ Programming Merch: https://www.neuralnine.com/shop
๐ Social Media & Contact ๐
๐ฑ Website: https://www.neuralnine.com/
๐ท Instagram: https://www.instagram.com/neuralnine
๐ฆ Twitter: https://twitter.com/neuralnine
๐คต LinkedIn: https://www.linkedin.com/company/neuralnine/
๐ GitHub: https://github.com/NeuralNine
๐ Discord: https://discord.gg/JU4xr8U3dm
๐ต Outro Music From: https://www.bensound.com/
Timestamps:
(0:00) Intro
(0:44) Loading Data Set
(6:32) Data Exploration
(13:24) Data Preprocessing
(19:54) Feature Engineering
(22:40) Linear Regression Model
(30:02) Random Forest Model
(40:06) Outro
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Video Information
Views
347.3K
Likes
7.1K
Duration
40:40
Published
Nov 25, 2022
User Reviews
4.8
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