Learn what are the key differences between generative AI and predictive AI, two subfields of artificial intelligence that use machine learning techniques to create new content or analyze existing data.
Table of Contents
Question
What is the key difference between generative and predictive AI?
A. Generative AI creates new content based on existing data and predictive AI analyzes existing data.
B. Generative AI finds content similar to existing data and predictive AI analyzes existing data.
C. Generative AI analyzes existing data and predictive AI creates new content based on existing data.
Answer
A. Generative AI creates new content based on existing data and predictive AI analyzes existing data.
Explanation
The correct answer is A. Generative AI creates new content based on existing data and predictive AI analyzes existing data. Generative AI is a subfield of artificial intelligence that uses machine learning techniques to produce new content that resembles or mimics human creativity, such as images, text, music, or speech.
Generative AI learns from existing data, such as photos, articles, songs, or transcripts, and generates novel content that follows the same patterns, styles, or features. For example, generative AI can create realistic faces of people who do not exist, write captions for images, compose music in different genres, or synthesize speech in different languages.
Predictive AI is another subfield of artificial intelligence that uses machine learning techniques to analyze existing data and make predictions or recommendations about future events or outcomes. Predictive AI learns from historical data, such as sales records, customer feedback, market trends, or sensor readings, and identifies patterns, relationships, or anomalies in the data. For example, predictive AI can forecast sales revenue, customer churn, product demand, or weather conditions, recommend products, services, or actions, or detect fraud, spam, or defects.
The key difference between generative and predictive AI is that generative AI creates new content based on existing data and predictive AI analyzes existing data. Generative AI is a type of AI that can generate novel content such as images, text, music, or video based on existing data or inputs. Predictive AI is a type of AI that can analyze existing data or inputs and make predictions or recommendations based on patterns or trends.
The latest Salesforce AI Associate actual real practice exam question and answer (Q&A) dumps are available free, helpful to pass the Salesforce AI Associate certificate exam and earn Salesforce AI Associate certification.