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Beat Overfitting: Essential Regularization Techniques for Machine Learning

Jun 8, 20245 min read

A Guide on Conquering Models Overfitting with Regularization in Machine Learning · In machine learning, overfitting is a common problem where models...

Beat Overfitting: Essential Regularization Techniques for Machine Learning

Depression Classification using Textual Data

Jan 25, 202410 min read

A Multi-class Logistic Regression Machine learning Approach · Introduction In the realm of machine learning, the ability to detect and classify mental...

Depression Classification using Textual Data

Federated Learning with Differential Privacy in Computer Vision

Apr 4, 20238 min read

Federated Learning Demystified ,Tricks Behind Decentralized Machine Learning & A Step-by-Step Guide to Implementation in Python and TensorFlow/Keras. ·...

Federated Learning with Differential Privacy in Computer Vision