Synthetic Data
Artificially generated data that mimics real data, used for training machine learning models.
50 topics found for
“data generation”
Generative Modeling
The use of algorithms to generate new data samples that resemble a training dataset, often used in AI for creating realistic outputs.
Data Distribution
The spread and pattern of data values in a dataset, often visualized through graphs or statistical measures.
Generative AI
A type of artificial intelligence capable of generating new content, such as text, images, and music, by learning from existing data.
Normal Data Distribution
A symmetrical, bell-shaped distribution of data where most observations cluster around the mean.
RAG
Retrieval-Augmented Generation (RAG) is an AI approach that combines retrieval of relevant documents with generative models to produce accurate and contextually relevant responses.
Mapping
The process of creating visual representations of data or information to enhance understanding and decision-making.
Scatter Plot
A type of data visualization that uses dots to represent values for two different numeric variables, plotted along two axes.
Inductive Research
A research approach that starts with observations and develops broader generalizations or theories from them.