How to stack machine learning models in Python

In this video, I will show you how to combine several machine learning models into a single and robust meta-classifier via model stacking (also known as stacking model).

? Download Kite for FREE https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=dataprofessor&utm_content=description-only

⭕ Links for this video:
- Code https://github.com/dataprofessor/python/blob/main/Stacking_Classifier.ipynb
- 2:26 Danny Ma's twitter post https://twitter.com/DataWithDanny/status/1378687611569459205

? Subscribe to this YouTube channel https://www.youtube.com/dataprofessor?sub_confirmation=1
? Join the Newsletter of Data Professor http://sendfox.com/dataprofessor
? Buy me a coffee https://www.buymeacoffee.com/dataprofessor

⭕ Playlist:
Check out our other videos in the following playlists.
✅ Data Science 101: https://bit.ly/dataprofessor-ds101
✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-podcast
✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship
✅ Bioinformatics: http://bit.ly/dataprofessor-bioinformatics
✅ Data Science Toolbox: https://bit.ly/dataprofessor-datasciencetoolbox
✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit
✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny
✅ Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-colab
✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas
✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds
✅ R Data Science Project: https://bit.ly/dataprofessor-r-ds
✅ Weka (No Code Machine Learning): http://bit.ly/dp-weka

⭕ Recommended Books:
?https://kit.co/dataprofessor
✅ Hands-On Machine Learning with Scikit-Learn : https://amzn.to/3hTKuTt
✅ Data Science from Scratch : https://amzn.to/3fO0JiZ
✅ Python Data Science Handbook : https://amzn.to/37Tvf8n
✅ R for Data Science : https://amzn.to/2YCPcgW
✅ Artificial Intelligence: The Insights You Need from Harvard Business Review: https://amzn.to/33jTdcv
✅ AI Superpowers: China, Silicon Valley, and the New World Order: https://amzn.to/3nghGrd

⭕ Stock photos, graphics and videos used on this channel:
✅ https://1.envato.market/c/2346717/628379/4662

⭕ Follow us:
✅ Medium: http://medium.dataprofessor.org/
✅ FaceBook: http://facebook.com/dataprofessor/
✅ Website: http://dataprofessor.org/ (Under construction)
✅ Twitter: https://twitter.com/thedataprof/
✅ Instagram: https://www.instagram.com/data.professor/
✅ LinkedIn: https://www.linkedin.com/in/chanin-nantasenamat/
✅ GitHub 1: https://github.com/dataprofessor/
✅ GitHub 2: https://github.com/chaninlab/

⭕ Disclaimer:
Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you, which will contribute to the improvement of this channel's contents.

#stacking #python #scikitlearn #modelstacking #stackingmodel #66daysofdata #datascience #machinelearning #dataprofessor #textmining