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

#DataScience #KenJee #kaggle Kaggle Notebook (Housing): https://www.kaggle.com/code/kenjee/housing-prices-example-with-video-walkthrough 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 Sponsors, Affiliates, and Partners: - 365 Data Science (57% discount) - https://365datascience.pxf.io/P0jbBY | Learn data science today - My Course - https://365datascience.com/learn-machine-learning-process-a-z/ - Pathrise - http://pathrise.com/KenJee | Career mentorship for job applicants (Free till you land a job) - Taro - http://jointaro.com/r/kenj308 (20% discount) | Career mentorship if you already have a job - Interview Query (10% discount) - https://www.interviewquery.com/?ref=kenjee | Interview prep questions Additional Resources: Pipelines: https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html Column Transformer: https://scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html Column Transformer: https://machinelearningmastery.com/columntransformer-for-numerical-and-categorical-data/ PCA: https://www.youtube.com/watch?v=_UVHneBUBW0&ab_channel=StatQuestwithJoshStarmer Titanic Walkthrough (Easier): https://www.youtube.com/watch?v=I3FBJdiExcg&ab_channel=KenJee MORE DATA SCIENCE CONTENT HERE: 🐤My Twitter - https://twitter.com/KenJee_DS 👔 LinkedIn - https://www.linkedin.com/in/kenjee/ 📈 Kaggle - https://www.kaggle.com/kenjee 📑 Medium Articles - https://medium.com/@kenneth.b.jee 💻 Github - https://github.com/PlayingNumbers 🏀 My Sports Blog -https://www.playingnumbers.com Check These Videos Out Next! My Leaderboard Project: https://www.youtube.com/watch?v=myhoWUrSP7o&ab_channel=KenJee 66 Days of Data: https://www.youtube.com/watch?v=qV_AlRwhI3I&ab_channel=KenJee How I Would Learn Data Science in 2021: https://www.youtube.com/watch?v=41Clrh6nv1s&ab_channel=KenJee My Playlists Data Science Beginners: https://www.youtube.com/playlist?list=PL2zq7klxX5ATMsmyRazei7ZXkP1GHt-vs Project From Scratch: https://www.youtube.com/watch?v=MpF9HENQjDo&list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t&ab_channel=KenJee Kaggle Projects: https://www.youtube.com/playlist?list=PL2zq7klxX5AQXzNSLtc_LEKFPh2mAvHIO