From the course: Applied Machine Learning: Foundations
Mastering machine learning essentials
From the course: Applied Machine Learning: Foundations
Mastering machine learning essentials
Do you have important data in an Excel spreadsheet or a database? Have you ever wanted to make predictions from it? Then you're in the right place. This course is designed for anyone who wants to apply machine learning to tabular data sets. We're going to make a housing pricing model. We'll explore preprocessing techniques and various models including linear regression, decision trees, and gradient boosted trees. Our journey doesn't stop at model creation, we'll explore model performance, hyperparameter tuning, and conclude with deployment. Along the way, there'll be quizzes and challenges to ensure mastery. By the end of this course, you'll have a solid foundation in tabular machine learning. I'm Matt Harrison, your guide on mastering machine learning essentials. Ready to begin? Let's unlock machine learning together.
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