MachineLearning | The ByteDoodle Blog

Exploring Explainable AI: A Deep Dive into SHAP

December 28, 2024November 25, 2024 by Hareesha Dandamudi

We see AI models excelling at complex tasks and delivering impressive predictions. While this is undoubtedly remarkable, it raises an important question: how can we ensure the predictions are unbiased and trustworthy? This is where Explainable AI comes into play What is Explainable AI ? Explainable AI(XAI) is a critical field in artificial intelligence which … Read more about “Exploring Explainable AI: A Deep Dive into SHAP”

Latent Factors – The Hidden Structure

January 12, 2025November 16, 2024 by Hareesha Dandamudi

Latent factors are hidden building blocks that shape user preferences and item characteristics. They are not directly observable but are inferred from the data through a process called dimensionality reduction. These underlying characteristics or hidden dimensions explain the patterns in the interactions between users and items.Furthermore , they also influence the user interactions (like ratings, … Read more about “Latent Factors – The Hidden Structure”