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… Liquid Neural Networks
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.… Explainable AI
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… Gated Recurrent Unit
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 bias… Privacy Preserved Machine Learning
Fraud Detection
Generative adversarial networks In this article, we will explore the concept of Generative Adversarial Networks (GANs), their components, working mechanisms, and various types. We will then delve into how GANs can be implemented… Generative adversarial networks
Retrieval-Augmented Generation In this article, we will explore the technique of Retrieval-Augmented Generation (RAG), an AI framework designed to enhance the quality of responses generated by large language models (LLMs). By grounding LLMs on… Retrieval-Augmented Generation
Large Language Model A large language model is a type of artificial intelligence algorithm that applies neural network techniques with lots of parameters to process and understand human languages or text using self-supervised learning techniques.… Large Language Model
Mastering Q-Learning: The Power Behind Smarter Decisions Mastering Q-Learning: The Power Behind Smarter Decisions Q-Learning is a revolutionary model-free, value-based, off-policy reinforcement learning algorithm that equips agents to learn the best sequence of actions, allowing… Q-Learning
Reinforcement Learning for Traffic Management Reinforcement Learning Reinforcement Learning Reinforcement learning is a pivotal technique in machine learning that trains agents through trial and error to make sequential decisions. By leveraging the reward-and-punishment… Reinforcement Learning