Can you elaborate on the difference between deep learning and generative AI, please? More specifically, how can one be certain when something is categorized as deep learning AI but is not generative AI?
The distinction between deep learning and generative AI is a foundational topic in artificial intelligence, touching upon both the architecture of AI systems and their intended behaviors. Understanding these differences requires a clear grasp of the taxonomy within AI, particularly how deep learning methods relate to broader AI techniques and how generative AI fits in
- Published in Artificial Intelligence, EITC/AI/AIF Artificial Intelligence Fundamentals, AI in plain language: what it is and how projects work, The AI map (AI vs ML vs Deep Learning vs GenAI)
How is Gen AI linked to ML?
Generative Artificial Intelligence (Gen AI) and machine learning (ML) are two tightly interconnected domains within the broader field of artificial intelligence (AI), and understanding their relationship is vital to grasping the current advancements in intelligent systems. The linkage between Gen AI and ML arises fundamentally from the methodologies, theoretical frameworks, and practical implementations that underpin
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Introduction, What is machine learning
What is agentic AI with its applications, how it differs from generative AI and analytical AI and can it be implemented in Google Cloud?
Agentic AI: Definition, Applications, Comparisons, and Implementation on Google Cloud Agentic AI refers to artificial intelligence systems endowed with the capacity to initiate, plan, and execute actions autonomously in pursuit of goals, often by interacting with an environment or other software systems through multi-step decision making. The term “agentic” is derived from “agency”, signifying the
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Introduction, What is machine learning