Before the Class

• Hal Daumé III, A Course in Machine Learning. Chapter 7. Linear Models & Chapter 8. Bias and Fairness
•  StatQuest, "A Gentle Introduction to Machine Learning"
•  StatQuest, "Bias and Variance" 
•  "Underfitting & Overfitting - Explained" 
• Kim, Serena Y., Koushik Ganesan, Crystal Soderman, and Raven O’Rourke. "Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network." EPJ Data Science 12, no. 1 (2023): 25.