AI, Artificial Intelligence

An algorithm is a set of instructions or rules to follow in order to complete a specific task. Coursera.

Bias in AI models refers to output errors caused by skewed training data. Such bias can cause models to produce inaccurate, offensive, or misleading predictions. Biased AI models arise when algorithms prioritize irrelevant or misleading data traits over meaningful patterns (Smith, 2019). MIT Sloan.

Chain-of-thought prompting is when you use a series of intermediate reasoning steps to improve the accuracy and applicability of answers generated by LLMs (Bubeck et al., 2022). MIT Sloan.

Computer vision defines the field that enables devices to acquire, process, understand, and analyze digital images and videos and extract useful information. Nvidia Glossary.

Deep learning is a subset of artificial intelligence (AI) and machine learning (ML) that uses multi-layered artificial neural networks to deliver state-of-the-art accuracy in tasks like object detection, speech recognition, language translation, and others. Nvidia Glossary

Generative AI enables users to generate new content based on various inputs quickly. Inputs and outputs to these models can include text, images, sounds, animation, 3D models, or other data types. Nvidia Glossary

Hallucination refers to an incorrect response from an AI system, or false information in an output that is presented as factual information. Coursera.

Large language models (LLMs) are deep learning algorithms that can recognize, summarize, translate, predict, and generate content using very large datasets. Nvidia Glossary.

Machine learning (ML) employs algorithms and statistical models that enable computer systems to find patterns in massive amounts of data and then use a model that recognizes those patterns to make predictions or descriptions of new data. Nvidia Glossary

Natural language processing is a technology that leverages computers and software to derive meaning from human language—written or spoken. Nvidia Glossary

A prompt is an input that a user feeds to an AI system in order to get a desired result or output. Coursera.