Data Mastery Hub: Term Resource for Data Professionals
Whether you're a newcomer to the world of big data and data lakes or an experienced pro looking to expand your knowledge, the Dremio Wiki provides insights and guidance for all your data-related needs. Dive in and unlock the power of your data today!
AI
Variational Autoencoders
Variational Autoencoders (VAEs) are generative models that learn to represent and generate complex data using a latent space representation.
Data Storage
Vector Database
Vector Database is a high-performance, columnar database designed for efficient data processing and analytics.
Data Analysis
Vectorization in NLP
Vectorization in NLP is the process of converting textual data into numerical representations to enable data processing, analysis, and machine learning algorithms.
Data Management
Vectorized Query Execution
Vectorized Query Execution is a technique that improves query performance by processing data in columnar batches instead of row by row.
Data Architecture
Vertical Scaling
Vertical Scaling is the process of increasing the computing power and resources of a single server or machine.
Data Management
Warm Data
Warm Data is a data management approach that combines the benefits of data lakes and data warehouses.
Data Analysis
Web Analytics
Web Analytics is the process of collecting, measuring, analyzing, and reporting data to understand and optimize website usage.
Data Storage
Wide Column Store
Wide Column Store is a distributed database technology that stores data in a columnar format for optimized data processing and analytics.
Data Analysis
Window Functions
Explore Window Functions, their advantages in data processing and analytics, and their role in the context of a data lakehouse environment.
Data Storage
Word Embeddings
Word Embeddings is a technique used to represent words as numerical vectors, enabling machines to understand natural language.
Data Analysis
Word2Vec
Word2Vec is a natural language processing technique that transforms words into vector representations for efficient data processing and analysis.
Data Engineering
Wrangling
Wrangling is the process of preparing and transforming raw data into a clean and usable format for analysis and decision-making.
Data Engineering
Wrangling Process
Wrangling Process is the process of cleaning and transforming raw data into a format that is usable for data analytics.
Data Management
XML Data Format
XML Data Format is a widely-used data format that allows for structured representation of data in a human-readable format.
Data Management
YARN
YARN is a framework for resource management and job scheduling in a Hadoop cluster, enabling efficient data processing and analytics.
