Predicting Laptop Prices Using Machine Learning | Full Data Science Project with Streamlit App

In this video, we build a Laptop Price Prediction Model using Python and Machine Learning, and deploy it as a fully functional web application with Streamlit. This end-to-end data science project walks you through data cleaning, feature engineering, model training, and developing an interactive app to predict laptop prices based on specifications like RAM, processor, brand, and more. Whether you are a beginner or looking to strengthen your portfolio with a real-world machine learning project, this tutorial will enhance your skills in Python, Scikit-Learn, and Streamlit.

Dataset: https://www.kaggle.com/datasets/mrsimple07/laptoppriceprediction

Thanks for watching my video. I share new Data Science videos weekly, you can subscribe for more videos like this.

You can check the channel playlists for more videos like this. Data Science YouTube Playlists:

Data Science Full Courses & Projects: https://youtube.com/playlist?list=PLTsu3dft3CWiow7L7WrCd27ohlra_5PGH&si=aPLdKzzm6d3STiVw

Machine Learning Tutorials (Python Scikit-learn): https://youtube.com/playlist?list=PLTsu3dft3CWhSJh3x5T6jqPWTTg2i6jp1&si=wUQEzzLtGCQMofP5

AI Tutorials (LLMs, LangChain and OpenAI): https://youtube.com/playlist?list=PLTsu3dft3CWhAAPowINZa5cMZ5elpfrxW&si=eB977ZjQ9P6Tg-zY

Data Analysis Tutorials (Python Pandas): https://youtube.com/playlist?list=PLTsu3dft3CWhwPJcaAc-k6a8vAqBx2_0t&si=c-xOry-7zyTxc2VJ

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

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

Python Time Seires Analysis: https://youtube.com/playlist?list=PLTsu3dft3CWibrBga4nKVEl5NELXnZ402&si=Y28xzOF25F_aR37f

Natural Language Processing (NLP): https://youtube.com/playlist?list=PLTsu3dft3CWjYPJi5RCCVAF6DxE28LoKD&si=2-gVxeZ-SxniCNMf

Deep Learning with PyTorch: https://youtube.com/playlist?list=PLTsu3dft3CWghrjn4PmFZlxVBileBpMjj&si=ERBNHuuI7BPNx_EF

Check my Data Science courses from here: https://www.onurbaltaci.com/courses

Udemy Courses

Data Science Projects: https://www.udemy.com/course/data-science-projects-3/?referralCode=AEC736448BA104C3EC3F

Data Analysis Interview: https://www.udemy.com/course/data-analysis-interview/?referralCode=3270B750A08BE82F7994

Python for Data Analytics: https://www.udemy.com/course/python-for-data-analytics/?referralCode=0782B89299FFF7561184

Machine Learning with Python: https://www.udemy.com/course/python-machine-learning-course/?referralCode=09455A4817E14D6B83D8

Python Programming: https://www.udemy.com/course/python-basics-i/?referralCode=3C8A77721CCEA802B372

Time Series Analysis: https://www.udemy.com/course/python-for-time-series/?referralCode=439816EE7E65C91F1B55

Natural Language Processing (NLP): https://www.udemy.com/course/python-natural-language-processing/?referralCode=AFFEAA30617CA01E6819

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

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

Chapters:

00:00 Introduction
00:19 Dataset Card
01:55 Data Science Project
33:04 Outro

#MachineLearning #DataScienceProject #Python #Streamlit #MLProject #DataScienceWithPython

Видео Predicting Laptop Prices Using Machine Learning | Full Data Science Project with Streamlit App канала Data Science with Onur