PinnedArpit GargImmortality of JacobianJacobians are the hot feature of mathematics, which drives Machine Learning.Dec 27, 20211Dec 27, 20211
Arpit GarginCodeXEnhancing Computer Vision Projects: A Comprehensive Guide to Image Augmentation with Albumentations…Image augmentation, a technique in computer vision, modifies existing images to generate new data variations, enhancing machine learning…Jan 171Jan 171
Arpit GargStatistical Significance and p-values Explained – A Simple Way To Understand The Concepts.The significance test’s importance can’t be understated and sometimes make it easy to tell if model prediction has improved or not. A…Nov 4, 2022Nov 4, 2022
Arpit GargUnappreciated Hamming Code: Encoding / DecodingThe Hamming code is a collection of error-correction algorithms designed to identify and fix mistakes in transmitted or stored data. To fix…Sep 3, 2022Sep 3, 2022
Arpit GargWhat is Regression and why we need it? With Ridge and Lasso RegressionWhen we have data with their target values (aka supervised learning), linear regression is a straightforward method. It’s a simple method…Aug 29, 20221Aug 29, 20221
Arpit GarginCodeXCross-Entropy but not without Entropy and KL-DivergenceWhen playing with Machine / Deep Learning problems, loss/cost functions are used to ensure the model is getting better as it is being…Apr 3, 20222Apr 3, 20222
Arpit GargWhy Object-Oriented Programming OOPs?Let's start with what? What Is Object-Oriented Programming?Jan 26, 2022Jan 26, 2022
Arpit GargTrain like labels can’t harm the learning: Learning with Noisy LabelsI am not young enough to know everything. -Oscar WildeJan 11, 20221Jan 11, 20221