Analytics Insight

Introduction to Neural Networks and Deep Learning with Python, Harvard University

Introduction to Neural Networks and Deep Learning with Python course by Harvard School of Engineering and Applied Sciences provides this course fully online, de ...
Tech Xplore

Study highlights federated and reinforcement learning for natural language processing

Natural language processing (NLP), a branch of artificial intelligence, enables computers to understand and generate human ...
Analytics Insight

5 Best AI and Machine Learning Courses to Take in 2026

This guide highlights the five best AI and machine learning courses to take, covering beginner-friendly programs, industry-recognized certifications, and practical learning paths that can help you ...
IEEE

Deep Learning or Classical Machine Learning? An Empirical Study on Log-Based Anomaly Detection

Abstract: While deep learning (DL) has emerged as a powerful technique, its benefits must be carefully considered in relation to computational costs. Specifically, although DL methods have achieved ...
IEEE

Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks

Abstract: Compared to the traditional machine learning models, deep neural networks (DNN) are known to be highly sensitive to the choice of hyperparameters. While the required time and effort for ...