Piyush Mondal

Mastering Hyperparameter Tuning for Machine Learning Models !! Hyperparameter tuning is the key to unlocking your machine learning model’s potential. This blog explores the importance of hyperparameter tuning, general methods for applying them and effectively improving the performance and accuracy of Python-based machine learning models!! Hyperparameter Tuning - GeeksforGeeks read more about hypertuning!! Introduction to Hyperparameter Tuning! In gadget mastering, model performance is no longer just a fu...

Explore the XAI…Unveil the Black Box with LIME and PFI !!! In machine learning, we are very often confronted with the “black box” problem, which is powerful predictions by a model with little insight as to why those decisions were made. That’s where Explainable AI, or XAI, comes in — a great concept that allows us to peer under the hood of our models, understand their logic behind the reasoning, and build stakeholder trust in the predictions. In this blog, we’ll explore how to make our models more transp...

Once upon a time In a world full of photos and videos, there’s a little app called Instagram that’s not just any app. where people share selfies Pet photos and food Instagram has a magical secret that makes each user’s experience unique and special… How does Instagram work? Is this the secret sauce that allows you to take an accurate look at your favorite things to lose weight? Well, dear readers. Let me tell you a story: Instagram has a small team of assistants. invisible, which is called an algorithm T...