Category Definition

Text Data Mining (TDM)

Text Data Mining (TDM)

Definition of Text Data Mining (TDM):Text Data Mining (TDM), also known as text mining or text analytics, is the process of extracting meaningful patterns, insights, or knowledge from unstructured textual data. It involves techniques from natural language processing (NLP), machine…

Recency, Frequency, Monetary (RFM)

Recency, Frequency, Monetary (RFM)

Definition of Recency, Frequency, Monetary (RFM):RFM is a marketing analysis framework used to segment and evaluate customers based on three key factors: how recently they made a purchase (Recency), how often they make purchases (Frequency), and how much money they…

Latent Dirichlet Allocation (LDA)

Latent Dirichlet Allocation (LDA)

Definition of Latent Dirichlet Allocation (LDA):Latent Dirichlet Allocation (LDA) is a statistical method used in natural language processing (NLP) and machine learning for topic modeling. It is a generative probabilistic model that uncovers hidden themes (topics) within a collection of…

Structured Query Language (SQL)

Structured Query Language (SQL)

Definition of Structured Query Language (SQL):Structured Query Language (SQL) is a standardized programming language used to interact with relational databases. SQL allows users to create, retrieve, update, and manage data in a database. It serves as the backbone for data-driven…

Database Management System (DBMS)

Database Management System (DBMS)

Definition of Database Management System (DBMS):A Database Management System (DBMS) is software that facilitates the creation, management, and manipulation of databases. It provides an organized way to store, retrieve, and manage data efficiently, ensuring security, integrity, and accessibility. DBMS acts…

Statistical Analysis System (SAS)

Statistical Analysis System (SAS)

Definition of Statistical Analysis System (SAS):The Statistical Analysis System (SAS) is a powerful software suite used for data analysis, advanced analytics, business intelligence, and predictive modeling. Developed by SAS Institute, it is widely employed across industries to manage, analyze, and…

Multilayer Perceptron (MLP)

Multilayer Perceptron (MLP)

Definition of Multilayer Perceptron (MLP):A Multilayer Perceptron (MLP) is a class of artificial neural networks composed of multiple layers of nodes, each fully connected to the next. MLPs are foundational in deep learning, capable of approximating complex functions by learning…

General Data Protection Regulation (GDPR)

GDPR - General Data Protection Regulation

Definition of General Data Protection Regulation (GDPR):The General Data Protection Regulation (GDPR) is a data protection and privacy law enacted by the European Union (EU) in May 2018. It establishes guidelines for the collection, processing, storage, and sharing of personal…

Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence (XAI)

Definition of Explainable Artificial Intelligence (XAI):Explainable Artificial Intelligence (XAI) refers to a set of processes and methods that make the outcomes of machine learning (ML) and artificial intelligence (AI) models understandable and interpretable to humans. XAI aims to address the…

Machine Learning Operations (MLOps)

Machine Learning Operations (MLOps)

Definition of Machine Learning Operations (MLOps):MLOps (Machine Learning Operations) is a set of practices that combine machine learning, DevOps, and data engineering principles to streamline and automate the deployment, monitoring, and management of machine learning models in production environments. It…