Beginner Kaggle Data Science Project Walk-Through (Housing Prices) | With ChatGPT

Описание: #DataScience #KenJee #kaggle
Kaggle Notebook (Housing): https://www.kaggle.com/code/kenjee/ho...

I walk through the housing pricing dataset on kaggle in this video. Use the accompanying notebook for best results! I also talk about how I used ChatGPT to help with this analysis. I think it is important to think about how data scientists are integrating new tools as they develop.
0:00 Intro
1:28 Approaching the Problem
8:40 Data Cleaning and Exploration
22:00 Exploratory Data Analysis
31:25 Preprocessing Data & Creating a Pipeline
37:32 Model Building
44:15 PCA
49:00 Feature Engineering
55:30 Submitting Results

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Additional Resources:
Pipelines: https://scikit-learn.org/stable/modul...
Column Transformer: https://scikit-learn.org/stable/modul...
Column Transformer: https://machinelearningmastery.com/co...
PCA:    • Principal Component Analysis (PCA) clearly...  
Titanic Walkthrough (Easier):    • Beginner Kaggle Data Science Project Walk-...  

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