by K Deekshitha | Sep 1, 2024 | Uncategorized
In today’s digital age, fraud detection has become a critical aspect of maintaining the integrity of financial systems. The rise in sophisticated fraudulent activities necessitates advanced detection methods to protect assets and ensure regulatory compliance. In...
by M K Sumana | Aug 1, 2024 | Uncategorized
Liquid Neural Networks “This is a way forward for the future of robot control, natural language processing, video processing — any form of time series data processing,” says Ramin Hasani, the lead author of the study in MIT which led to the development of LNNs. A...
by M K Sumana | Aug 1, 2024 | Uncategorized
Explainable AI This article delves into the concept of Explainable AI (XAI), a set of techniques and methods designed to make the outputs of machine learning models understandable and reliable for human users. We will explore why explainability is essential,...
by M K Sumana | Jul 22, 2024 | Uncategorized
Gated Recurrent Unit M K Sumana In this article we will be discussing about GRUs, which are simple alternatives to LSTMs. We will learn about their architecture, working, their advantages over LSTMs, their pros and cons and applications. Recurrent Neural Networks...
by M K Sumana | Jul 22, 2024 | Uncategorized
Privacy Preserved Machine Learning Privacy-Preserving Machine Learning is a step-by-step approach to preventing data leakage in machine learning algorithms. Large-scale data collection practices can lead to Exposure of sensitive personal information, Algorithmic...
by M K Sumana | Jul 22, 2024 | Uncategorized
Fraud Detection Fraud Detection Using Machine Learning deploys a machine learning (ML) model and an example dataset of credit card transactions to train the model to recognize fraud patterns. Gradient Boosting Machine for credit card fraud detection Input: A...
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