Understanding AI - Page 5
Building Robust AI Models With Bagging: Techniques, Benefits, and ApplicationsBagging is an ensemble machine learning (ML) technique that improves the consistency of predictive models. This guide describes...January 9, 2025
The Evolution of Responsible AI: Transparency and User AgencyResponsible AI is not business altruism; it’s business strategy. As AI increasingly undertakes complex tasks, drives...January 8, 2025
K-Nearest Neighbors (KNN): What It Is and How It’s Used in Machine LearningK-nearest neighbors (KNN) is a foundational technique in machine learning (ML). This guide will help you understand KNN, how it...December 18, 2024
The Era of Hyper-Personalized Customer Support with AIWhile gen AI has already brought new efficiencies to CX teams, agentic, autonomous AI will bring new personalized experiences to...December 18, 2024
Claude AI 101: What It Is and How It WorksChatbots have emerged as one of the most common forms of generative AI. Claude AI is a chatbot built with ethics and safety in...December 17, 2024
Agentic AI: The Future of Autonomous Intelligence and AdaptabilityAs artificial intelligence (AI) continues to evolve, a new category is emerging: agentic systems. These systems are capable of...December 16, 2024
The Path to Value: A Guide to Measuring the ROI of AIAI pilots and experimentation are necessary, but without an effective way to assess return on investment (ROI), they don’t inform...December 11, 2024
Understanding Tokenization in NLP: A Beginner’s Guide to Text ProcessingTokenization is a critical yet often overlooked component of natural language processing (NLP). In this guide, we’ll explain...November 26, 2024
Machine Learning vs. Deep Learning: Key Differences ExplainedWhile machine learning and deep learning are often used interchangeably, they refer to two sub-domains of artificial...November 20, 2024
Classification in Machine Learning: What It Is and How It WorksClassification is a core concept in data analysis and machine learning (ML). This guide explores what classification is and how...November 20, 2024