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Converting data between different formats
In computing, data transformation is the process of converting data from one format or structure into another format or structure. It is a fundamental
Data transformation (computing)
Data_transformation_(computing)
Procedure in computing
computing process where data is extracted from an input source, transformed (including cleaning), and loaded into an output data container. The data can
Extract,_transform,_load
Topics referred to by the same term
Data transformation (computing) Data transformation (statistics) Model transformation Program transformation XML transformation Transformation of text
Transformation
Process of linking data objects in distinct models
In computing and data management, data mapping is the process of creating data element mappings between two distinct data models. Data mapping is used
Data_mapping
Class of parallel computing applications
Data-intensive computing is a class of parallel computing applications which use a data parallel approach to process large volumes of data typically terabytes
Data-intensive_computing
Type of data structure
In distributed computing, a conflict-free replicated data type (CRDT) is a data structure that is replicated across multiple computers in a network, with
Conflict-free replicated data type
Conflict-free_replicated_data_type
Facility used to house computer servers
distribution. In the context of digital transformation, data centers enable the expansion of cloud computing, AI, and machine learning, but at significant
Data_center
Organized collection of data in computing
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software
Database
Form of shared internet-based computing
concert to perform very large tasks. Fog computing – Distributed computing paradigm that provides data, compute, storage and application services closer
Cloud_computing
The concept of the cloud computing as a platform for distributed computing traces its roots back to 1993. At that time, Apple spin-off General Magic and
History_of_cloud_computing
Unit of information
processing. Advances in computing technologies have led to the advent of big data, which generally refers to very large quantities of data, typically at the
Data
Restructuring data into a desired format
Visual Specification of Data Transformation Scripts" (PDF). Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. pp. 3363–3372.
Data_wrangling
Medical diagnostic method
effectively the Radon transformation of the structure of the object. Reconstruction essentially involves solving the inverse Radon transformation. In conventional
Operation of computed tomography
Operation_of_computed_tomography
Concurrency control method for collaborative software
"Tombstone Transformation Functions for Ensuring Consistency in Collaborative Editing Systems". 2006 International Conference on Collaborative Computing: Networking
Operational_transformation
Program optimization approach in computing
In computing, data-oriented design is a program optimization approach motivated by efficient usage of the CPU cache, often used in video game development
Data-oriented_design
Multinational IT services and consulting company
Wipro's services include cloud computing, computer security, digital transformation, artificial intelligence, robotics, data analytics, and other technologies
Wipro
computing, business consulting methodology and utilities, business process modeling, transformation and integration. This scope of Services Computing
Services_computing
Adoption of digital technology by an organisation
there are no comprehensive data sets on digital transformation at the macro level, the overall effect of digital transformation is still (as of 2020[update])
Digital_transformation
Computer hardware technology that uses quantum mechanics
information in quantum computing, the qubit (or "quantum bit"), serves the same function as the bit in ordinary or "classical" computing. However, unlike a
Quantum_computing
Transforming data by taking the logarithm
statistics, the log transformation is the application of the logarithmic function to each point in a data set—that is, each data point zi is replaced
Log transformation (statistics)
Log_transformation_(statistics)
Increasing execution speed and reducing the overheads associated with loops
a sequence of specific loop transformations (listed below or in Compiler transformations for high-performance computing) to the source code or intermediate
Loop_optimization
Category of programming languages
the computing cluster. The programming abstraction and language tools allow the processing to be expressed in terms of data flows and transformations incorporating
Data-centric programming language
Data-centric_programming_language
Topics referred to by the same term
Pipelining may refer to: Pipeline (computing), aka a data pipeline, a set of data processing elements connected in series Protocol pipelining, a technique
Pipelining
Transformation method within a three-dimensional space
geodesy to compute transformations between datums. The Helmert transformation is also called seven-parameter transformation. The Helmert transformation can be
Helmert_transformation
Maps whose domain and codomain are acted on by the same group, and the map commutes
symmetry transformation and then computing the function produces the same result as computing the function and then applying the transformation. Equivariant
Equivariant_map
Statistical transformation
In statistics, the Fisher transformation (or Fisher z-transformation) of a Pearson correlation coefficient is its inverse hyperbolic tangent (artanh).
Fisher_transformation
Conversion of digital data between formats
realities of computing and information theory, data conversion is often a complex and error-prone process that requires the help of experts. Data conversion
Data_conversion
Method of data analysis
compute the first principal component efficiently is shown in the following pseudo-code, for a data matrix X with zero mean, without ever computing its
Principal_component_analysis
Centralized storage of knowledge
In computing, a data warehouse (DW or DWH), also known as an enterprise data warehouse (EDW), is a system used for reporting and data analysis and is a
Data_warehouse
Approach to data management
subset of data integration and is commonly used within business intelligence, service-oriented architecture data services, cloud computing, enterprise
Data_virtualization
Type of recurrent neural network with random and non-trainable internal structure
Reservoir Computing, Scientific Reports February 2012 Optoelectronic Reservoir Computing, Optics Express 2012 All-optical Reservoir Computing, Nature Communications
Reservoir_computing
Northern Data AG is a multinational technology company headquartered in Germany. It provides GPU infrastructure on demand for high-performance computing in
Northern_Data
Programming paradigm in which many processes are executed simultaneously
parallel computing: bit-level, instruction-level, data, and task parallelism. Parallelism has long been employed in high-performance computing, but has
Parallel_computing
Computing concept
context of software architecture, data flow relates to stream processing or reactive programming. Dataflow computing is a software paradigm based on the
Dataflow
Cloud-based service and infrastructure
suite of cloud computing services offered by Google that provides a series of modular cloud services including computing, data storage, data analytics, and
Google_Cloud_Platform
Class of statistical tests
parameters and computing a posterior distribution given the computed likelihoods. A normality test is used to determine whether sample data has been drawn
Normality_test
Environmentally sustainable computing and information technology
the study and practice of environmentally sustainable computing or IT. The goals of green computing include optimising energy efficiency during the product's
Green_computing
Software feature
which depend on the changed data. When incremental computing is successful, it can be significantly faster than computing new outputs naively. For example
Incremental_computing
Emotion modeling in AI
entitled "Affective Computing" and her 1997 book of the same name published by MIT Press. One motivation for researching affective computing is the ability
Affective_computing
Origins and events of data
origins, transformations and movements, providing detailed visibility into its life cycle. This process simplifies the identification of errors in data analytics
Data_lineage
Study of collection and analysis of data
Bayesian methods have been aided by the increase in available computing power to compute the posterior probability using numerical approximation techniques
Statistics
Parallelization across multiple processors in parallel computing environments
Data parallelism is parallelization across multiple processors in parallel computing environments. It focuses on distributing the data across different
Data_parallelism
Disciplines of managing data as a resource
analyzed for decision making. The concept of data management emerged alongside the evolution of computing technology. In the 1950s, as computers became
Data_management
Computational approach
Hyperdimensional computing (HDC) is an approach to computation. HDC is motivated by the observation that the cerebellum operates on high-dimensional data representations
Hyperdimensional_computing
Field of study of computational systems
synonymous with computer science and computing as a profession, in which the central notion is the transformation of information. In some cases, the term
Informatics
Type of program in computer graphics
which are now used for general-purpose computing. Shaders used for general purposes are commonly called compute shaders. The term "shader" was first introduced
Shader
verification. In formal methods, program refinement is the verifiable transformation of an abstract (high-level) formal specification into a concrete (low-level)
Refinement_(computing)
Physical components of a computer
and software forms a usable computing system, although other systems exist with only hardware. Some of the earliest computing devices date back to the seventeenth
Computer_hardware
Process of securing digital information
access to that data. The following are examples of organizations that help strengthen and standardize computing security: The Trusted Computing Group is an
Data_security
Medium capable of storing data in a format readable by a machine
In communications and computing, a machine-readable medium (or computer-readable medium) is a medium capable of storing data in a format easily readable
Machine-readable medium and data
Machine-readable_medium_and_data
Process of changing energy
computation, especially in quantum computing where generation of heat is particularly undesirable. Most energy transformation processes are irreversible, and
Energy_transformation
Set of statistical processes for estimating the relationships among variables
most closely fits the data according to a specific mathematical criterion. For example, the method of ordinary least squares computes the unique line (or
Regression_analysis
Nonparametric measure of rank correlation
Models and Methods for Data Analysis with Applications for the Analysis of Data Populations. Studies in Fuzziness and Soft Computing. Vol. 151. Berlin Heidelberg
Spearman's rank correlation coefficient
Spearman's_rank_correlation_coefficient
Gathering information for analysis
concerns about the integrity of individual user data collected by cloud computing, because this data is transferred across countries that have different
Data_collection
Quantum computing company
applications ranging from quantum computing to deep-space communication and bio-imaging. In 2025, Multiverse Computing launched compressed Llama 3.1 8B
Multiverse_Computing
Open-source data analytics cluster computing framework
cluster computing paradigm, which forces a particular linear dataflow structure on distributed programs: MapReduce programs read input data from disk
Apache_Spark
Computer science data structure
Journal on Computing. 15 (1): 52–69. CiteSeerX 10.1.1.93.6678. doi:10.1137/0215004. ISSN 0097-5397. Tarjan, Robert (1983). "3.3. Leftist heaps". Data Structures
Heap_(data_structure)
On-demand cloud computing provider
use more computing in times of high application usage, and then scale down to reduce costs when there is less traffic). These cloud computing web services
Amazon_Web_Services
Global IT consulting and cybersecurity company
provider specializing in cybersecurity, cloud computing, artificial intelligence, and digital transformation for mid-market financial services organizations
Eze_Castle_Integration
Maximum rate of data transfer
In computing, bandwidth is the maximum rate of data transfer across a given path. Bandwidth may be characterized as network bandwidth, data bandwidth,
Bandwidth_(computing)
Finite, ordered collection of items
singly linked list. Unlike in an array, a list can expand and shrink. In computing, lists are easier to implement than sets. A finite set in the mathematical
List_(abstract_data_type)
Romanian–American computer scientist
(June 7, 2021). "Trio of gifts, $75 million, accelerates transformation of computing and data science at Berkeley". vcresearch.berkeley.edu. Ahavah Revis
Ion_Stoica
Internet-like structure connecting everyday physical objects
IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData). pp. 410–415
Internet_of_things
Computer system model
provides a foundation for specifying and analyzing an integrity policy for a computing system. The model is primarily concerned with formalizing the notion of
Clark–Wilson_model
Statistical test comparing two probability distributions
This is the method used in Matlab. Paper on Computing the Two-Sided Kolmogorov–Smirnov Distribution; computing the cdf of the KS statistic in C or Java.
Kolmogorov–Smirnov_test
Type of parallel processing
Single instruction, multiple data (SIMD) is a type of parallel computing (processing) in Flynn's taxonomy. SIMD describes computers with multiple processing
Single instruction, multiple data
Single_instruction,_multiple_data
Indian multinational technology company
business interests in e-commerce, mobile applications, cloud computing, digital transformation, data analytics, testing, enterprise application integration
Mindtree
statistical computing and graphics. ROOT – C++ data analysis framework developed at CERN. SciPy – Python library for scientific computing. Julia – A programming
Data_analysis
reasoning of structured operational data. Its other products include SmartDIH and XAP, used in in-memory computing and low-latency processing across industries
GigaSpaces
Specialized computer hardware
running on a general-purpose central processing unit (CPU). Any transformation of data that can be calculated by software running on a CPU can also be
Hardware_acceleration
American multinational technology company
(SoCs), and application programming interfaces (APIs) for data science, high-performance computing, AI (Artificial intelligence), and mobile and automotive
Nvidia
Function of the observed sample results
test or a two-tailed test), and data. Even though computing the test statistic on given data may be easy, computing the sampling distribution under the
P-value
Devices networked together with computers' industrial applications
cloud computing to refine and optimize the process controls. The IIoT is enabled by technologies such as cybersecurity, cloud computing, edge computing, mobile
Industrial_internet_of_things
Process of reducing the number of random variables under consideration
Dimensionality reduction, or dimension reduction, is the transformation of data from a high-dimensional space into a low-dimensional space so that the
Dimensionality_reduction
Process of ensuring computer data is both correct and useful
In computing, data validation or input validation is the process of ensuring data has undergone data cleansing to confirm it has data quality, that is
Data_validation
engaged in the development of quantum computing, quantum communication and quantum sensing. Quantum computing and communication are two sub-fields of
List of companies involved in quantum computing, communication or sensing
List_of_companies_involved_in_quantum_computing,_communication_or_sensing
Approach of analyzing data sets in statistics
and making transformations of variables as needed. EDA encompasses IDA. Tukey defined data analysis in 1961 as: "Procedures for analyzing data, techniques
Exploratory_data_analysis
Communications research field
late 1970s. The Sound and Music Computing term was first proposed in the mid 1990s and it was included in the ACM Computing Classification System. Using
Sound_and_music_computing
Business intelligence software
Performance Computing Cluster Sector/Sphere - open-source distributed storage and processing Cloud computing Big data Data-intensive computing The Apache
Pentaho
English statistician
variance-stabilizing transformation for Poisson data is often known as the Anscombe transform. He later became interested in statistical computing, and stressed
Frank_Anscombe
Data about other data
descriptions of data and token codes for the data. We also have statements in a meta language describing the data relationships and transformations, and ought/is
Metadata
Topics referred to by the same term
process into one done by a computer Digital transformation of a service or business Inputting data (computing) into computers Digitizing information for
Computerize
Measure of variation in statistics
drawing an infinite number of repeated samples from the population and computing a mean for each sample. The mean's standard error turns out to equal the
Standard_deviation
Statistical property
for heteroscedasticity. They are: A stabilizing transformation of the data, e.g. logarithmized data. Non-logarithmized series that are growing exponentially
Homoscedasticity and heteroscedasticity
Homoscedasticity_and_heteroscedasticity
Capability that enables an organization to ensure high data quality
The importance of this discipline has grown with the rise of big data, cloud computing, and artificial intelligence, where consistent standards and stewardship
Data_governance
the way ORB may be implemented. ORBs assumed to handle the transformation of in-process data structures to and from the raw byte sequence, which is transmitted
Object_request_broker
Mobile Cloud Computing (MCC) is the combination of cloud computing and mobile computing to bring rich computational resources to mobile users, network
Mobile_cloud_computing
Computer programs able to produce inputs from outputs
bidirectional transformations (bx) are programs in which a single piece of code can be run in several ways, such that the same data are sometimes considered
Bidirectional_transformation
Internet software company
provides an integration platform as a service (iPaaS) for connecting cloud computing data sources, SaaS applications, on-premises business software and APIs.
SnapLogic
Consistency among data between source and target data stores
that maintain data or indexes in a coherent fashion across a whole computing cluster; Cache coherency, maintaining multiple copies of data in sync across
Data_synchronization
Process of analyzing large data sets
ever-larger data sets. The knowledge discovery in databases (KDD) process is commonly defined with the stages: Selection Pre-processing Transformation Data mining
Data_mining
Type of extremely powerful computer
data pre-conditioning. Cloud computing with its recent and rapid expansions and development have grabbed the attention of high-performance computing (HPC)
Supercomputer
Database of handwritten digits
expanded training data at Parallel Computing Center, Khmelnytskyi, Ukraine". Retrieved 16 November 2016. Romanuke, Vadim. "Parallel Computing Center (Khmelnytskyi
MNIST_database
Cloud computing platform by Microsoft
government agencies process satellite data quickly by connecting directly to cloud computing networks. Mobile cloud computing ground stations are also available
Microsoft_Azure
Formal language for communicating with a computer
communicate with a computer, not a natural language. In earlier days of computing (before the 1980s), the term was used interchangeably with programming
Computer_language
Generates a forecast of future values of a time series
moving average (EMA) is a rule of thumb technique for smoothing time series data using the exponential window function. Whereas in the simple moving average
Exponential_smoothing
Unit of measure for digital data
of measure of digital data size. In digital computing, a unit of information is used to describe the capacity of a digital data storage device. In telecommunications
Units_of_information
Indian national identification number
India based on their place of residence, biometrics and demographic data. The data is collected by the Unique Identification Authority of India (UIDAI)
Aadhaar
Compiler that optimizes generated code
and Computing, Congressus Numerantium, Utilitas Math., Winnipeg, Canada. 11th Southeastern Conference on Combinatorics, Graph Theory and Computing. Vol
Optimizing_compiler
Method of statistical inference
parameter takes some "obvious" value. A test statistic is computed from the given sample data, and the tester calculates the conditional probability of
Statistical_hypothesis_test
DATA TRANSFORMATION-COMPUTING
DATA TRANSFORMATION-COMPUTING
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Girl/Female
Hindu
A creeper
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Male
Turkish
Turkish name ATA means "ancestor."
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
DATA TRANSFORMATION-COMPUTING
DATA TRANSFORMATION-COMPUTING
Boy/Male
American, Anglo, Australian, British, English
Lives on the New Land
Girl/Female
Arabic, Muslim
Gift
Girl/Female
African, American, British, English, Hebrew, Swedish
Modern Female Version of John and Jon; God's Grace; God is Merciful
Girl/Female
Hindu, Indian
Sweet; Like Sugar
Boy/Male
Hindu
Power
Boy/Male
Hindu
One who has a trident in his hands, Lord Shiva
Boy/Male
Indian, Punjabi, Sikh
Lord of Hundred Thousand
Boy/Male
Native American
Rainbow.
Male
African
a kind of bird.
Girl/Female
Indian
Rain Fall
DATA TRANSFORMATION-COMPUTING
DATA TRANSFORMATION-COMPUTING
DATA TRANSFORMATION-COMPUTING
DATA TRANSFORMATION-COMPUTING
DATA TRANSFORMATION-COMPUTING
n.
The change, as of an equation or quantity, into another form without altering the value.
n.
The imagined possible or actual change of one metal into another; transmutation.
n.
Change of one from of material into another, as in assimilation; metabolism; metamorphosis.
n.
The transformation of men into beasts.
n. pl.
See Datum.
n.
The fruit of the date palm; also, the date palm itself.
pl.
of Datum
n.
A change in disposition, heart, character, or the like; conversion.
n.
Change of form; transformation.
n.
Change of form, or structure; transformation.
n.
Transportation.
n.
Transformation; change of shape.
n.
The act of transforming, or the state of being transformed; change of form or condition.
v.
Transportation; carriage; conveyance.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
n.
Any change in an organism which alters its general character and mode of life, as in the development of the germ into the embryo, the egg into the animal, the larva into the insect (metamorphosis), etc.; also, the change which the histological units of a tissue are prone to undergo. See Metamorphosis.
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
n.
Transportation; conveyance.