Data Science, Machine Learning, Regression, Data Analysis, Statistics.
ML Series 7:  One of the common challenges in developing regression models is overfitting. Overfitting occurs when a model becomes too complex and starts to capture not just the underlying trend in the data but also the noise. This means it performs well on the training data but poorly on new,