End-to-End Data Science Project: Analysis, Modeling, and FastAPI Deployment in Just 20 Minutes!

Thanks for watching my video. I share new Data Science videos every Wednesday and Saturday at 14:00 CET.

Dataset: https://www.kaggle.com/datasets/krupadharamshi/fuelconsumption

I share Data Science content (short videos, articles and projects) on Instagram: https://www.instagram.com/datascience_101/

Some other videos I published:

Python Data Science Bootcamp (7+ Hours): https://www.youtube.com/watch?v=6gDLcTcePhM

Python PySpark Big Data Analytics Course: https://www.youtube.com/watch?v=jWZ9K1agm5Y&t=2009s

Python Polars Big Data Analytics Course: https://www.youtube.com/watch?v=aiHSMYvoqYE

Python Plotly Data Visualization Course: https://www.youtube.com/watch?v=W_qQTKupZpY

Python Data Analysis Project: https://www.youtube.com/watch?v=xuSx4jpsTz8

Python Machine Learning Project: https://www.youtube.com/watch?v=47EzTeIuHYo

Python Data Science Project: https://www.youtube.com/watch?v=9-IQJu-6vhw

MySQL Course: https://www.youtube.com/watch?v=3HX9rOQiKOs

Playlists:

Learning Data Science in 2024: https://youtube.com/playlist?list=PLTsu3dft3CWiow7L7WrCd27ohlra_5PGH&si=aPLdKzzm6d3STiVw

Courses: https://youtube.com/playlist?list=PLTsu3dft3CWhraC3rQ9sZZNC-2LmICJUQ&si=QWAvK7OejGBKMCj4

Data Science projects: https://youtube.com/playlist?list=PLTsu3dft3CWg69zbIVUQtFSRx_UV80OOg&si=_iZwYDowXBUE5I-9

Data Analysis videos: https://youtube.com/playlist?list=PLTsu3dft3CWhwPJcaAc-k6a8vAqBx2_0t&si=c-xOry-7zyTxc2VJ

Machine Learning videos: https://youtube.com/playlist?list=PLTsu3dft3CWhSJh3x5T6jqPWTTg2i6jp1&si=wUQEzzLtGCQMofP5

Data Science Interview Exercises (Questions & Answers): https://youtube.com/playlist?list=PLTsu3dft3CWhXwqyqlHvAuaiIuZ1NHS2P&si=-SZJIS9xxnClX9Xg

Join to the data discord server:
https://discord.gg/BaVm6Rt4h8

My website: https://www.onurbaltaci.com

Chapters:

00:00 Introduction
00:20 Data Card
01:19 Data Analysis
07:52 Feature Engineering
11:46 Machine Learning Modeling
14:34 FastAPI App
18:27 Outro

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Видео End-to-End Data Science Project: Analysis, Modeling, and FastAPI Deployment in Just 20 Minutes! канала Data Science with Onur