In this video, you will learn how to build your first machine learning model in Python using the scikit-learn library. 🔗 Colab https://colab.research.google.com/ 🔗 Code https://github.com/dataprofessor/first-ml 🔗 GitHub https://github.com/dataprofessor 🔗 Blog https://towardsdatascience.com/how-to-build-a-machine-learning-model-439ab8fb3fb1 📖 DiscoverDataScience https://www.discoverdatascience.org 📖 https://www.discoverdatascience.org/articles/journey-through-data-science-with-the-data-professor/ Time stamp 0:00 Introduction 0:15 Getting started with Google Colab 1:30 Load dataset 6:52 Split to X and y 8:30 Split data to train/test set 11:45 About DiscoverDataScience 13:00 Model building with Linear regression 21:55 Model building with Random forest 26:00 Model comparison 27:55 Data visualization 30:32 Conclusion Support my work: 👪 Join as Channel Member: https://www.youtube.com/channel/UCV8e2g4IWQqK71bbzGDEI4Q/join ✉️ Newsletter http://newsletter.dataprofessor.org 📖 Join Medium to Read my Blogs https://data-professor.medium.com/membership ☕ Buy me a coffee https://www.buymeacoffee.com/dataprofessor Recommended Resources 📚 Books https://kit.co/dataprofessor 😎 Taro (Tech Career Mentorship) https://www.jointaro.com/r/dataprofessor/ 📜 Google Data Analytics Professional Certificate https://imp.i384100.net/google-data-analytics 🤔 Interview Query https://www.interviewquery.com/?ref=dataprofessor 🖥️ Stock photos, graphics and videos used on this channel https://1.envato.market/c/2346717/628379/4662 Subscribe: 🌟 Coding Professor https://www.youtube.com/channel/UCJzlfIoF8nmWqJIv_iWQVRw?sub_confirmation=1 🌟 Data Professor https://www.youtube.com/dataprofessor?sub_confirmation=1 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. #datascience #machinelearning #dataprofessor