Hands-on Data Science Project: House Price Prediction 🌟 | EDA | Machine Learning Model | AI Project
Hello Friends, 👋
In this video, I have done data analysis and created simple machine learning models on California Housing Dataset. Here, I have explained everything from start to end. Please do watch the video and if you have any doubts then let me the know in the comment section.
Notebook Link 👇
https://github.com/udaybhan10/Califor...
Timestamp:
Introduction 00:00 - 01:14
About Dataset 01:14 - 03:04
Steps Involved 03:04 - 04:33
Loading dataset 04:33 - 05:26
Exploring data 05:26 - 09:30
Cleaning data 09:30 - 11:33
Data visualization 11:33 - 23:17
Transforming data 23:17 - 28:49
Feature Scaling 28:49 - 33:50
Splitting data 33:50 - 36:48
Building ML Models 36:48 - 43:10
Model Evaluation 43:10 - 46:28
Outro 46:28 - 47:58
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About me and my YouTube channel 👇
Hello, my name is Udaybhan. I recently graduated from NIT Allahabad and am currently working as an AI Engineer in Navi Mumbai for a startup called Aivot.ai. I am very interested in Data Science, Machine Learning, Deep Learning, and Computer Vision. This is my YouTube channel where I will post my works on various Machine Learning and Data Science topics with many real-world problem scenarios. Please subscribe and support the channel. I'll try to make more interesting content as time goes on.