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How to Build a Machine Learning Model

Data Professor
207K subscribers
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45K views 4 years ago #ai #datamining #python
In this video, I will be giving a high-level overview on how to build a machine learning model. I use this cartoon infographic that I've drawn to illustrate the machine learning model building process. I cover the entire process starting from obtaining the initial dataset, data pre-processing, exploratory data analysis, data splitting, model building and prediction performance evaluation (for both classification and regression problems). This video is based on the blog post that I've written in Towards Data Science on the same topic "How to Build a Machine Learning Model" ✅ https://towardsdatascience.com/how-to... Please also excuse the choppy audio quality for this video, thanks! 🌟 Subscribe to this YouTube channel https://www.youtube.com/dataprofessor... 🌟 Join the Newsletter of Data Professor http://sendfox.com/dataprofessor 🌟 Buy me a coffee https://www.buymeacoffee.com/dataprof... 🌟 Download Kite for FREE https://www.kite.com/get-kit …...more
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How to Build a Machine Learning Model
1.1KLikes
45,059Views
2020Dec 23
In this video, I will be giving a high-level overview on how to build a machine learning model. I use this cartoon infographic that I've drawn to illustrate the machine learning model building process. I cover the entire process starting from obtaining the initial dataset, data pre-processing, exploratory data analysis, data splitting, model building and prediction performance evaluation (for both classification and regression problems). This video is based on the blog post that I've written in Towards Data Science on the same topic "How to Build a Machine Learning Model" ✅ https://towardsdatascience.com/how-to... Please also excuse the choppy audio quality for this video, thanks! 🌟 Subscribe to this YouTube channel https://www.youtube.com/dataprofessor... 🌟 Join the Newsletter of Data Professor http://sendfox.com/dataprofessor 🌟 Buy me a coffee https://www.buymeacoffee.com/dataprof... 🌟 Download Kite for FREE https://www.kite.com/get-kite/?utm_me... ⭕ 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-p... ✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship ✅ Bioinformatics: http://bit.ly/dataprofessor-bioinform... ✅ Data Science Toolbox: https://bit.ly/dataprofessor-datascie... ✅ 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-c... ✅ 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/2346717/628... ⭕ Follow us: ✅ Medium: http://bit.ly/chanin-medium ✅ FaceBook:   / dataprofessor   ✅ Website: http://dataprofessor.org/ (Under construction) ✅ Twitter:   / thedataprof   ✅ Instagram:   / data.professor   ✅ LinkedIn:   / 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. #datascienceprocess #crispdm #osemn #machinelearning #lecture #bigdata #QSAR #QSPR #machinelearning #datascienceproject #randomforest #decisiontree #svm #neuralnet #neuralnetwork #supportvectormachine #python #learnpython #pythonprogramming #datascience #datamining #bigdata #datascienceworkshop #dataminingworkshop #dataminingtutorial #datasciencetutorial #ai #artificialintelligence #tutorial #dataanalytics #dataanalysis #machinelearningmodel #dataprofessor

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Data Professor

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