Generative AI Basics
This term refers to AI that can create new content, like text, images, and music.
What is Generative AI?
This type of neural network is commonly used for image recognition tasks.
What is a Convolutional Neural Network (CNN)?
Large datasets are essential to generative AI, a field that relies on this type of “fuel.”
What is data?
This is the first step in an AI project, where brainstorming and concept development happen.
What is the ideation phase?
This practice ensures AI outputs are fair and unbiased by detecting and correcting unfair tendencies in data.
What is bias prevention?
This industry uses AI to detect fraudulent transactions and manage risks.
What is the finance industry?
AI agents are defined by this ability to perform tasks to achieve specific goals autonomously.
What is agentic?
These specialized hardware components accelerate deep learning by processing multiple tasks simultaneously.
What are Graphics Processing Units (GPUs)?
The practice of marking specific parts of data, such as tagging objects in images, to enhance model training.
What is data annotation?
This stage of an AI project involves feeding data into a model to help it learn.
What is model training?
Protecting AI from data breaches and manipulation falls under this security measure.
What is cybersecurity?
AI can improve this aspect of business by generating content like articles, posts, and marketing copy.
What is content creation?
This term refers to a software entity that perceives, reasons, and acts to accomplish tasks.
What is an AI Agent?
Developed by Google, this transformer model reads text in both directions for better context and was the original name of Gemni its LLM.
What is BERT?
This aspect of data preparation involves cleaning and organizing information to improve AI accuracy.
What is data quality?
After training, models are implemented in real-world environments during this stage.
What is deployment?
Guardrails in AI ensure responsible and ethical use by setting these types of boundaries.
What are ethical guidelines?
AI chatbots and virtual assistants are used to handle this type of business service.
What is customer service?
This major advancement in language models from OpenAI features 175 billion parameters.
What is GPT-3?
This practice involves using a pre-trained model on a new, related task to improve performance.
What is transfer learning?
AI that uses text data learns language patterns from this, a vast array of written content like books and articles.
What is text data?
This is the term for adjusting project goals and defining tasks to set a clear path to completion.
What is scoping?
Regularly updating and patching AI systems helps protect against this type of risk.
What are cyber-attacks?
AI in this sector assists with scheduling, reminders, and answering questions on demand.
What is the virtual assistant sector?
This AI term describes systems able to perform tasks requiring human-like intelligence, such as learning and problem-solving.
What is Artificial Intelligence?
This model type is adjusted to perform better on specialized tasks by training on specific datasets.
What is a fine-tuned model?
Before using people’s data, it’s essential to follow privacy laws and secure this kind of
What is informed consent?
Data preparation and model training are included in this set of steps for creating AI systems.
What is the AI project lifecycle?
Encrypting sensitive data in AI systems is part of this essential security practice.
What is data protection?
Retailers use AI to manage inventory, recommend products, and analyze this kind of customer information.
What is customer preference data?