Data Science

Transformer Model

What does the term “Transformer model” refer to? It is a model with exceptional proficiency in comprehending and producing language that resembles human-like communication. It possesses the ability to analyze, grasp, and even create textual content.   What is the distinction between a Transformer model and traditional models such as RNNs or LSTMs? A transformer …

Transformer Model Read More »

Overfitting

What is overfitting in data science?  Overfitting is like memorizing a book instead of understanding the concepts. In data science, it happens when a model learns the training data too well, including its noise and details that don’t really matter.   Why is overfitting bad for a model?  Overfit models may work perfectly on training …

Overfitting Read More »