Introduction to Regression Models by Using R and Tidymodels

Explore regression models using R and tidymodels in this comprehensive 1 hour 36 minute video from Microsoft's Learn Live series. Discover when to use regression models and how to train and evaluate them using the tidymodels framework. Follow along as experts guide you through predicting bike rentals, feature engineering with recipes, and resampling for model performance evaluation. Gain practical insights from data scientists and researchers as they cover topics including what regression is, knowledge checks, and concluding summaries. Perfect for those looking to enhance their machine learning skills with R and tidymodels.

- Welcome.
- Learning objectives.
- What is regression?​.
- The plan: Predicting bike rentals​.
- Knowledge Check​.
- Feature Engineering with recipes​.
- Resampling for evaluating model performance​.
- Summary​ and conclusion
.