AI Glossary & Dictionary for “L”
Find the Flux+Form AI glossary & dictionary to help you make sense of common AI terms. Below you can find an AI Glossary & Dictionary for “L”:
Label: The ground‑truth category or value assigned to a data point used for supervised learning.
Label Smoothing: A technique that replaces hard labels with a mixture of the correct and incorrect labels to improve generalization.
Labeled Data: Data that has been annotated with correct outputs, used for supervised learning.
Lambda Architecture: A data‑processing architecture that handles massive quantities of data by using both batch and real‑time processing.
Large Language Model or LLM: A generative AI model trained on massive amounts of text to generate human‑like language and perform tasks such as summarization or conversation.
Latent Space: A compressed representation of input data learned by a model, capturing underlying features.
Layer Normalization: A technique that normalizes inputs across the features of a layer to stabilize learning.
Lead Scoring: Ranking leads based on their likelihood to convert using behavioural, demographic and firmographic data.
Learning Rate: A hyperparameter that controls how much a model’s weights are updated during training.
Leave‑One‑Out Cross‑Validation: A validation method where each observation is used once as the test data while the rest form the training data.
Linear Regression: A method for modelling the relationship between a dependent variable and one or more independent variables.
Linguistic Feature: Characteristics extracted from text data, such as syntax or sentiment, used in NLP models.
Local Minimum: A solution that is better than neighbouring solutions but not necessarily the best overall; models aim to avoid getting stuck in local minima.
Look‑Alike Modeling: Identifying new prospects that resemble existing high‑value customers based on behavioural and demographic traits.
Low‑Code Automation: Platforms that allow marketers to design automated workflows using minimal coding, often integrating AI for decision making.
This concludes the AI Glossary & Dictionary for “L”.