SVD Abbreviation
Looking for SVD abbreviation? We have got you covered in this guide. We have listed down different possible abbreviations of SVD in various groups like Academic & Science, Airport Code, Indian Railway Station, Arts, Medical, and Society & Culture.
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Popular abbreviations of SVD:
Searching for SVD abbreviation / SVD full form leads to different results in different categories. The below table illustrates the popular acronyms among them.
| Term | Abbreviation | category |
|---|---|---|
| SVD | Singular Value Decomposition | Mathematics |
| SVD | St Vincent | Airport Code |
| SVD | SARWARI | Indian Railway Station |
| SVD | St Vitus Dance | Music |
| SVD | Small Vessel Diseases | Diseases & Conditions |
| SVD | Spontaneous Vaginal Delivery | Treatments & Procedures |
| SVD | Sander van Doorn | Celebrities & Famous |
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What does SVD mean?
SVD is the abbreviation for Singular Value Decomposition. In linear algebra, SVD is the factorization of a matrix into three matrices. It is used to convert an Eigen decomposition of a square matrix into an m*n matrix.
It is a widely used technique that can be used to depict the various properties of a matrix by decomposing the original matrix into its components. Using SVD, we can obtain optimal lower-rank approximation, obtain the sensitivity of a linear system and determine the rank of the matrix.
For calculating the SVD of a matrix, say A, we use the following formula:
A = UWVT
Where,
U is the matrix consisting of the eigenvectors of AAT
VT is the transpose of the n*n matrix consisting of the orthonormal eigenvectors of ATA.
W is the diagonal matrix consisting of square roots of eigenvalues of ATA.
Applications of SVD
SVD depicts some crucial theoretical and geometrical insights about the matrices and thus has some important applications in the field of data science. Some of them are:
- Calculating rank, range and null space of the matrix – The number of nonzero singular values depicts the rank of the matrix. The null space of a matrix is the right singular vectors of matrix V corresponding to the zero singular values.
- Curve fitting problem – SVD is used to minimize the least square error using the pseudo-inverse technique.
- Image compression – SVD is used in one of the most common tasks, Image compression. It uses the fact that only certain values of the matrix after SVD are large. The three matrices can be trimmed and obtain a compressed version of the original image.
- Image recovery – It is the process of filling the partially filled matrix. Since images are continuous, the value of a particular pixel depends on the image pixels around it. This can be then used to approximate the values of these pixels.
All Abbreviations of SVD in 20 categories:
If you are looking for SVD meaning in a specific category, check out the detailed sections below. We have segregated the acronyms based on their category and grouped them in each section.
SVD abbreviation in Academic & Science:
What does SVD mean in Academic & Science category? We have listed down 5 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Singular Value Decomposition |
| SVD | Structural Valve Deterioration |
| SVD | Societas Verbi Divini |
| SVD | Saturation Vapor Density |
| SVD | Sanyukta Vidhayak Dal |
SVD abbreviation in Airport Code:
What does SVD mean in Airport Code category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | St Vincent |
SVD abbreviation in Indian Railway Station:
What does SVD mean in Indian Railway Station category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | SARWARI |
SVD abbreviation in Arts:
What does SVD mean in Arts category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | St Vitus Dance |
SVD abbreviation in Medical:
What does SVD mean in Medical category? We have listed down 2 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Small Vessel Diseases |
| SVD | Spontaneous Vaginal Delivery |
SVD abbreviation in Society & Culture:
What does SVD mean in Society & Culture category? We have listed down 2 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Sander van Doorn |
| SVD | E. T. Joshua, Kingstown, Saint Vincent And The Grenadines |
SVD abbreviation in Associations & Organizations:
What does SVD mean in Associations & Organizations category? We have listed down 2 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Society Of The Divine Word |
| SVD | Societas Verbi Divini[Society of the Divine Word] |
SVD abbreviation in News & Entertainment:
What does SVD mean in News & Entertainment category? We have listed down 3 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SvD | Svenska Dagbladet |
| SVD | Shock Vibration Digest |
| SVD | Svenska Dagbladet[Swedish daily paper] |
SVD abbreviation in Animal Kingdom:
What does SVD mean in Animal Kingdom category? We have listed down 2 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Swine Vesicular Disease |
| SvD | Save Versus Disease |
SVD abbreviation in Business:
What does SVD mean in Business category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Slavic Village Development |
SVD abbreviation in Technology:
What does SVD mean in Technology category? We have listed down 2 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Simultaneous Voice and Data |
| SVD | Simultaneous Voice And Data Processor |
SVD abbreviation in Transport & Travel:
What does SVD mean in Transport & Travel category? We have listed down 4 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Selective Vehicle Detection |
| SVD | Stopped Vehicle Detection |
| SVD | Sarwari railway station |
| SVD | E.T. Joshua Airport |
SVD abbreviation in Softwares:
What does SVD mean in Softwares category? We have listed down 2 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Software Version Description |
| SVD | State Variable Description |
SVD abbreviation in Information Technology:
What does SVD mean in Information Technology category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Structured VLSI Design |
SVD abbreviation in Military and Defence:
What does SVD mean in Military and Defence category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Snaiperskaya Vintovka Dragunova |
SVD abbreviation in Space Science:
What does SVD mean in Space Science category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Satellite Vehicle Description |
SVD abbreviation in Computing:
What does SVD mean in Computing category? We have listed down 4 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Short Video Descriptor |
| SVD | Secondary Virtual Disk |
| SVD | Semi Virtual Diskette |
| SVD | Simple Vertex Delivery |
SVD abbreviation in Maths:
What does SVD mean in Maths category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Standard Variance Decrease |
SVD abbreviation in File Type:
What does SVD mean in File Type category? We have listed down 1 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Saved Document Autosave File |
SVD abbreviation in Governmental:
What does SVD mean in Governmental category? We have listed down 2 abbreviations. Here are the details:
| Term | Abbreviation |
|---|---|
| SVD | Sampoorna Vikas Dal |
| SVD | Snaiperskaya Vintovka Dragunova[Dragunov Sniper Rifle] |
Frequently Asked Questions (FAQ)
Q. What is the abbreviation of SVD in Academic & Science?
Singular Value Decomposition | Structural Valve Deterioration | Societas Verbi Divini | Saturation Vapor Density | Sanyukta Vidhayak Dal
Q. What does SVD stands for in Airport Code?
SVD stands for St Vincent in Airport Code category.
Q. What is the SVD meaning in Indian Railway Station?
The meaning of SVD is SARWARI in Indian Railway Station category.
Q. What is the abbreviation of SVD in Arts?
The full form of SVD is St Vitus Dance in Arts category.
Q. What is the abbreviation of SVD in Medical?
Small Vessel Diseases | Spontaneous Vaginal Delivery