Master House Price Prediction in Python: Complete Machine Learning Project π‘
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 β’ 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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π Programming Books & Merch π
π The Python Bible Book: https://www.neuralnine.com/books/
π» The Algorithm Bible Book: https://www.neuralnine.com/books/
π Programming Merch: https://www.neuralnine.com/shop
π Social Media & Contact π
π± Website: https://www.neuralnine.com/
π· Instagram: https://www.instagram.com/neuralnine
π¦ Twitter: https://twitter.com/neuralnine
π€΅ LinkedIn: https://www.linkedin.com/company/neuralnine/
π GitHub: https://github.com/NeuralNine
π Discord: https://discord.gg/JU4xr8U3dm
π΅ 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
βΎβΎβΎβΎβΎβΎβΎβΎβΎβΎβΎβΎβΎβΎβΎβΎβΎ
π Programming Books & Merch π
π The Python Bible Book: https://www.neuralnine.com/books/
π» The Algorithm Bible Book: https://www.neuralnine.com/books/
π Programming Merch: https://www.neuralnine.com/shop
π Social Media & Contact π
π± Website: https://www.neuralnine.com/
π· Instagram: https://www.instagram.com/neuralnine
π¦ Twitter: https://twitter.com/neuralnine
π€΅ LinkedIn: https://www.linkedin.com/company/neuralnine/
π GitHub: https://github.com/NeuralNine
π Discord: https://discord.gg/JU4xr8U3dm
π΅ 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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