Demystifying AI, ML, DL, and Generative AI — Oracle Cloud AI Foundations Associate (2023) Cheat Sheet

I recently took the Oracle Cloud AI Foundations Associate (2023) exam and found it very useful to get a clear understanding of the various trending AI topics, including Generative AI.

This article aims to provide a cheat sheet of the concepts I learned during the course related to Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), and Generative AI (Gen AI).

Artificial Intelligence

AI refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. The goal of AI is to develop systems that can perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation.

AI systems use various techniques, including machine learning, natural language processing, and computer vision, to analyze and interpret data, make decisions, and improve their performance over time.

Machine Learning

Machine learning, is a subset of AI, involves training algorithms on large datasets to enable them to make predictions or decisions without being explicitly programmed.