Index of All Elements
Package Indexes
[ a ]
[ b ]
[ c ]
[ d ]
[ e ]
[ f ]
[ g ]
[ h ]
[ i ]
[ j ]
[ l ]
[ m ]
[ n ]
[ o ]
[ p ]
[ q ]
[ r ]
[ s ]
[ t ]
[ u ]
[ v ]
[ w ]
[ x ]
[ z ]
a
- ActiveWorksheet
- in file Excel.php, method Excel::ActiveWorksheet()
- AddChild
- in file Xml.php, method Xml::AddChild()
- AddGroupToCheckpoint
- in file Authentication.php, method Authentication::AddGroupToCheckpoint()
- AddImage
- in file Sprite.php, method Sprite::AddImage()
- AddRoleToCheckpoint
- in file Authentication.php, method Authentication::AddRoleToCheckpoint()
- AddRoleToGroup
- in file Authentication.php, method Authentication::AddRoleToGroup()
- AddUserToCheckpoint
- in file Authentication.php, method Authentication::AddUserToCheckpoint()
- AddUserToGroup
- in file Authentication.php, method Authentication::AddUserToGroup()
- AddUserToRole
- in file Authentication.php, method Authentication::AddUserToRole()
- ADOConnection
- in file Database.php, method Database::ADOConnection()
Database connection object
- Archive
- in file Archive.php, class Archive
- Archive.php
- procedural page Archive.php
- AStarMap
- in file Pathfinder.php, method Pathfinder::AStarMap()
- AStarNode
- in file Pathfinder.php, method Pathfinder::AStarNode()
- AStarPath
- in file Pathfinder.php, method Pathfinder::AStarPath()
- AStarTransition
- in file Pathfinder.php, method Pathfinder::AStarTransition()
- Attachment
- in file Mail.php, method Mail::Attachment()
- Attribute
- in file Xml.php, method Xml::Attribute()
- Authentication
- in file Authentication.php, class Authentication
- Authentication.php
- procedural page Authentication.php
c
- Cache
- in file Cache.php, class Cache
- Cache.php
- procedural page Cache.php
- CacheFile
- in file Cache.php, method Cache::CacheFile()
Returns a generated cache file location
- CellImage
- in file Excel.php, method Excel::CellImage()
- CellIndex2Name
- in file Excel.php, method Excel::CellIndex2Name()
Convert cell index to cell name
- CellMerge
- in file Excel.php, method Excel::CellMerge()
Merge cells
- CellName2Index
- in file Excel.php, method Excel::CellName2Index()
Convert cell name to cell index
- CellStyle
- in file Excel.php, method Excel::CellStyle()
CSS like cell styling
- CellValue
- in file Excel.php, method Excel::CellValue()
- Chart
- in file Chart.php, class Chart
- Chart.php
- procedural page Chart.php
- Check
- in file Spam.php, method Spam::Check()
- Checkpoint
- in file Authentication.php, method Authentication::Checkpoint()
- CheckpointDescription
- in file Authentication.php, method Authentication::CheckpointDescription()
- CheckpointId
- in file Authentication.php, method Authentication::CheckpointId()
- CheckpointName
- in file Authentication.php, method Authentication::CheckpointName()
- Close
- in file Pdf.php, method Pdf::Close()
- Close
- in file Socket.php, method Socket::Close()
- Close
- in file Database.php, method Database::Close()
Close database connection
- Close
- in file Excel.php, method Excel::Close()
- Code
- in file Xml.php, method Xml::Code()
- Configuration
- in file Configuration.php, class Configuration
- Configuration.php
- procedural page Configuration.php
- Connection
- in file Database.php, method Database::Connection()
- Content
- in file Xml.php, method Xml::Content()
- ConvertTTF2AFM
- in file Font.php, method Font::ConvertTTF2AFM()
- Create
- in file Image.php, method InterfaceImage::Create()
- Create
- in file Sprite.php, method Sprite::Create()
- Create
- in file Image.php, method Image::Create()
- Create
- in file Font.php, method Font::Create()
- Create
- in file Xml.php, method Xml::Create()
Create XML-Node Instance
- CreateCheckpoint
- in file Authentication.php, method Authentication::CreateCheckpoint()
- CreateDirectory
- in file System.php, method System::CreateDirectory()
- CreateGroup
- in file Authentication.php, method Authentication::CreateGroup()
- CreateRole
- in file Authentication.php, method Authentication::CreateRole()
- CreateSession
- in file Authentication.php, method Authentication::CreateSession()
- CreateStructure
- in file Database.php, method Database::CreateStructure()
- CreateTable
- in file Database.php, method Database::CreateTable()
Create database table
- CreateUser
- in file Authentication.php, method Authentication::CreateUser()
- CreateWorksheet
- in file Excel.php, method Excel::CreateWorksheet()
d
- Database
- in file Database.php, class Database
- Database.php
- procedural page Database.php
- Debug
- in file Event.php, method Event::Debug()
- DebugTimer
- in file System.php, method System::DebugTimer()
- Decode
- in file Session.php, method Session::Decode()
- Decode
- in file Json.php, method Json::Decode()
- DeepLink
- in file Seo.php, method Seo::DeepLink()
- DirectoryCurrent
- in file System.php, method System::DirectoryCurrent()
- DirectoryList
- in file System.php, method System::DirectoryList()
- DirectoryRoot
- in file System.php, method System::DirectoryRoot()
- DirectorySyntax
- in file System.php, method System::DirectorySyntax()
- DIRECTORY_SEPARATOR_BACKSLASH
- in file System.php, class constant System::DIRECTORY_SEPARATOR_BACKSLASH
- DIRECTORY_SEPARATOR_SLASH
- in file System.php, class constant System::DIRECTORY_SEPARATOR_SLASH
- DropTable
- in file Database.php, method Database::DropTable()
Drop database table
f
- Favicon
- in file Html.php, method Html::Favicon()
- File
- in file System.php, method System::File()
- File
- in file Cache.php, method Cache::File()
Returns a cache file name
- File
- in file Image.php, method Image::File()
- File
- in file Image.php, method InterfaceImage::File()
- FileList
- in file System.php, method System::FileList()
- FileListFilter
- in file System.php, method System::FileListFilter()
- FileUpload
- in file System.php, method System::FileUpload()
- Font
- in file Font.php, class Font
- Font.php
- procedural page Font.php
- FontAlign
- in file Pdf.php, method Pdf::FontAlign()
- FontColor
- in file Pdf.php, method Pdf::FontColor()
- FontFamily
- in file Pdf.php, method Pdf::FontFamily()
- FontLineHeight
- in file Pdf.php, method Pdf::FontLineHeight()
- FontMargin
- in file Pdf.php, method Pdf::FontMargin()
- FontSize
- in file Pdf.php, method Pdf::FontSize()
- From
- in file Mail.php, method Mail::From()
i
- Id
- in file Session.php, method Session::Id()
- Image
- in file Pdf.php, method Pdf::Image()
- Image
- in file Font.php, method Font::Image()
- Image
- in file Image.php, class Image
- Image.php
- procedural page Image.php
- Ini
- in file Configuration.php, method Configuration::Ini()
- Install
- in file Spam.php, method Spam::Install()
- Install
- in file Authentication.php, method Authentication::Install()
- Instance
- in file Chart.php, method Chart::Instance()
- Instance
- in file Image.php, method Image::Instance()
- Instance
- in file Image.php, method InterfaceImage::Instance()
- InterfaceImage
- in file Image.php, class InterfaceImage
- IsUsed
- in file Proxy.php, method Proxy::IsUsed()
- IsValid
- in file Authentication.php, method Authentication::IsValid()
l
- LastInsertId
- in file Database.php, method Database::LastInsertId()
- Layer
- in file Image.php, method Image::Layer()
- Layer
- in file Image.php, method InterfaceImage::Layer()
- Level
- in file Spam.php, method Spam::Level()
- Line
- in file Pdf.php, method Pdf::Line()
- LineColor
- in file Pdf.php, method Pdf::LineColor()
- ListCheckpoint
- in file Authentication.php, method Authentication::ListCheckpoint()
- ListCheckpointGroup
- in file Authentication.php, method Authentication::ListCheckpointGroup()
- ListCheckpointRole
- in file Authentication.php, method Authentication::ListCheckpointRole()
- ListCheckpointUser
- in file Authentication.php, method Authentication::ListCheckpointUser()
- ListChild
- in file Xml.php, method Xml::ListChild()
- ListGroup
- in file Authentication.php, method Authentication::ListGroup()
- ListGroupCheckpoint
- in file Authentication.php, method Authentication::ListGroupCheckpoint()
- ListGroupRole
- in file Authentication.php, method Authentication::ListGroupRole()
- ListGroupUser
- in file Authentication.php, method Authentication::ListGroupUser()
- ListPrivilege
- in file Authentication.php, method Authentication::ListPrivilege()
- ListPrivilegeRight
- in file Authentication.php, method Authentication::ListPrivilegeRight()
- ListRight
- in file Authentication.php, method Authentication::ListRight()
- ListRole
- in file Authentication.php, method Authentication::ListRole()
- ListRoleCheckpoint
- in file Authentication.php, method Authentication::ListRoleCheckpoint()
- ListRoleGroup
- in file Authentication.php, method Authentication::ListRoleGroup()
- ListRoleUser
- in file Authentication.php, method Authentication::ListRoleUser()
- ListSession
- in file Authentication.php, method Authentication::ListSession()
- ListUser
- in file Authentication.php, method Authentication::ListUser()
- ListUserCheckpoint
- in file Authentication.php, method Authentication::ListUserCheckpoint()
- ListUserGroup
- in file Authentication.php, method Authentication::ListUserGroup()
- ListUserRole
- in file Authentication.php, method Authentication::ListUserRole()
- Load
- in file Image.php, method InterfaceImage::Load()
- Load
- in file Image.php, method Image::Load()
- Load
- in file Template.php, method Template::Load()
- Location
- in file Cache.php, method Cache::Location()
Returns the current cache location
- Login
- in file Authentication.php, method Authentication::Login()
- Logout
- in file Authentication.php, method Authentication::Logout()
p
- Parent
- in file Xml.php, method Xml::Parent()
- Parser
- in file Xml.php, method Xml::Parser()
Parse XML-Content
- Path
- in file Seo.php, method Seo::Path()
Build absolute Uri for SEO usage
- Pathfinder
- in file Pathfinder.php, class Pathfinder
- Pathfinder.php
- procedural page Pathfinder.php
- Pdf
- in file Pdf.php, class Pdf
- Pdf.php
- procedural page Pdf.php
- Pop3Attachment
- in file Mail.php, method Mail::Pop3Attachment()
- Pop3Close
- in file Mail.php, method Mail::Pop3Close()
- Pop3Count
- in file Mail.php, method Mail::Pop3Count()
- Pop3Header
- in file Mail.php, method Mail::Pop3Header()
- Pop3Open
- in file Mail.php, method Mail::Pop3Open()
- Pop3Read
- in file Mail.php, method Mail::Pop3Read()
- Pop3Remove
- in file Mail.php, method Mail::Pop3Remove()
- Pop3Search
- in file Mail.php, method Mail::Pop3Search()
- Priority
- in file Stack.php, method Stack::Priority()
- Proxy
- in file Proxy.php, class Proxy
Proxy
- Proxy.php
- procedural page Proxy.php
r
- Read
- in file Session.php, method Session::Read()
- Read
- in file Socket.php, method Socket::Read()
- Record
- in file Database.php, method Database::Record()
Edit database record (INSERT/UPDATE)
- RecordSet
- in file Database.php, method Database::RecordSet()
- Register
- in file Stack.php, method Stack::Register()
- RegisterHandler
- in file Event.php, method Event::RegisterHandler()
- RegisterLoader
- in file MVCSystem.php, method MVCSystem::RegisterLoader()
- RegisterRoute
- in file MVCSystem.php, method MVCSystem::RegisterRoute()
- RelativeDirectory
- in file System.php, method System::RelativeDirectory()
- Remove
- in file Xml.php, method Xml::Remove()
- RemoveCheckpoint
- in file Authentication.php, method Authentication::RemoveCheckpoint()
- RemoveDirectory
- in file System.php, method System::RemoveDirectory()
- RemoveGroup
- in file Authentication.php, method Authentication::RemoveGroup()
- RemoveGroupFromCheckpoint
- in file Authentication.php, method Authentication::RemoveGroupFromCheckpoint()
- RemoveRight
- in file Authentication.php, method Authentication::RemoveRight()
- RemoveRole
- in file Authentication.php, method Authentication::RemoveRole()
- RemoveRoleFromCheckpoint
- in file Authentication.php, method Authentication::RemoveRoleFromCheckpoint()
- RemoveRoleFromGroup
- in file Authentication.php, method Authentication::RemoveRoleFromGroup()
- RemoveSession
- in file Authentication.php, method Authentication::RemoveSession()
- RemoveUser
- in file Authentication.php, method Authentication::RemoveUser()
- RemoveUserFromCheckpoint
- in file Authentication.php, method Authentication::RemoveUserFromCheckpoint()
- RemoveUserFromGroup
- in file Authentication.php, method Authentication::RemoveUserFromGroup()
- RemoveUserFromRole
- in file Authentication.php, method Authentication::RemoveUserFromRole()
- Reply
- in file Mail.php, method Mail::Reply()
- Request
- in file Seo.php, method Seo::Request()
Add SEO-Url-Parameter to $_REQUEST
- ResizePercent
- in file Image.php, method InterfaceImage::ResizePercent()
- ResizePercent
- in file Image.php, method Image::ResizePercent()
- ResizePercentAbsolute
- in file Image.php, method InterfaceImage::ResizePercentAbsolute()
- ResizePercentAbsolute
- in file Image.php, method Image::ResizePercentAbsolute()
- ResizePixel
- in file Image.php, method InterfaceImage::ResizePixel()
- ResizePixel
- in file Image.php, method Image::ResizePixel()
- ResizePixelAbsolute
- in file Image.php, method InterfaceImage::ResizePixelAbsolute()
- ResizePixelAbsolute
- in file Image.php, method Image::ResizePixelAbsolute()
- Resource
- in file Image.php, method InterfaceImage::Resource()
- Resource
- in file Image.php, method Image::Resource()
- Result
- in file Event.php, method Event::Result()
- RightDescription
- in file Authentication.php, method Authentication::RightDescription()
- RightId
- in file Authentication.php, method Authentication::RightId()
- RightLocation
- in file Authentication.php, method Authentication::RightLocation()
- RightName
- in file Authentication.php, method Authentication::RightName()
- RoleDescription
- in file Authentication.php, method Authentication::RoleDescription()
- RoleId
- in file Authentication.php, method Authentication::RoleId()
- RoleName
- in file Authentication.php, method Authentication::RoleName()
- Rotate
- in file Image.php, method InterfaceImage::Rotate()
- Rotate
- in file Image.php, method Image::Rotate()
- Route
- in file Database.php, method Database::Route()
- RouteDatabase
- in file Database.php, method Database::RouteDatabase()
- RouteEngine
- in file Database.php, method Database::RouteEngine()
- RouteHost
- in file Database.php, method Database::RouteHost()
- RouteList
- in file Database.php, method Database::RouteList()
- RouteUser
- in file Database.php, method Database::RouteUser()
s
- Save
- in file Image.php, method InterfaceImage::Save()
- Save
- in file Image.php, method Image::Save()
- Search
- in file Xml.php, method Xml::Search()
- Send
- in file Mail.php, method Mail::Send()
- Seo
- in file Seo.php, class Seo
- Seo.php
- procedural page Seo.php
- SerializeObject
- in file Cache.php, method Cache::SerializeObject()
- Session
- in file Session.php, class Session
API-Session
- Session.php
- procedural page Session.php
- SessionUserId
- in file Authentication.php, method Authentication::SessionUserId()
- Set
- in file Cache.php, method Cache::Set()
Set content to cache
- Setup
- in file Proxy.php, method Proxy::Setup()
- Smtp
- in file Mail.php, method Mail::Smtp()
- Socket
- in file Socket.php, class Socket
Socket
- Socket
- in file Socket.php, method Socket::Socket()
- Socket.php
- procedural page Socket.php
- Spam
- in file Spam.php, class Spam
- Spam.php
- procedural page Spam.php
- Sprite
- in file Sprite.php, class Sprite
Sprite
- Sprite.php
- procedural page Sprite.php
- Stack
- in file Stack.php, class Stack
- Stack.php
- procedural page Stack.php
- Start
- in file Session.php, method Session::Start()
- Style
- in file Html.php, method Html::Style()
- Subject
- in file Mail.php, method Mail::Subject()
- System
- in file System.php, class System
- System.php
- procedural page System.php
t
- Table
- in file Pdf.php, method Pdf::Table()
- TableMap
- in file Pdf.php, method Pdf::TableMap()
- TableShowGrid
- in file Pdf.php, method Pdf::TableShowGrid()
- TableShowHeader
- in file Pdf.php, method Pdf::TableShowHeader()
- TableShowShade
- in file Pdf.php, method Pdf::TableShowShade()
- Template
- in file Template.php, class Template
- Template.php
- procedural page Template.php
- Text
- in file Pdf.php, method Pdf::Text()
- TextEncode
- in file Pdf.php, method Pdf::TextEncode()
- Thumbnail
- in file Image.php, method Image::Thumbnail()
- TimeoutSession
- in file Authentication.php, method Authentication::TimeoutSession()
- To
- in file Mail.php, method Mail::To()
- Trainer
- in file Spam.php, method Spam::Trainer()
- TransactionBegin
- in file Database.php, method Database::TransactionBegin()
- TransactionEnd
- in file Database.php, method Database::TransactionEnd()
- Translator
- in file Translator.php, class Translator
- Translator.php
- procedural page Translator.php
x
- Xml
- in file Xml.php, class Xml
Xml
- Xml.php
- procedural page Xml.php
z
- ZipUnpack
- in file Archive.php, method Archive::ZipUnpack()
This method is able to unzip a compressed file and delivers an array of file objects
|
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ATI launches new UK aerospace technology strategy 20 Nov 2019, 11:29 by Mike Richardson Share This Article Tweet ShareShareShare Subscribe to our FREE Newsletter Tags


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Lenses determine how the light is projected to our camera sensor. We can define them with f-stop numbers, t-stop numbers and the focal length. Some lenses also have built-in image stabilization.
Besides those We also need to be mindful of having the right diameter for our filters and make sure they have the right mount for use on our camera.
In image quality, they also differ based on distortion, color aberration, vignetting and sharpness. That is why certain lenses have such different pricing even if they have the same focal length an f-stop specifications.
Lenses can be classified depending on their purpose. There are wide angle lenses, telephoto lenses, superzoom, portrait lenses, etc.


Last updated: 2019-08-08
Checks: 7 0
Knit directory: scRNA-seq-workshop-Fall-2019/
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was run prior to running the code in the R Markdown file. Setting a seed ensures that any results that rely on randomness, e.g. subsampling or permutations, are reproducible.
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| File | Version | Author | Date | Message |
|---|---|---|---|---|
| Rmd | feb2ce0 | Ming Tang | 2019-08-08 | wflow_publish(c(“analysis/scRNAseq_workshop_0.Rmd”, “analysis/scRNAseq_workshop_3.Rmd”, |
| html | ce10b9a | Ming Tang | 2019-08-08 | Build site. |
| Rmd | 0cf484c | Ming Tang | 2019-08-08 | wflow_publish(c(“analysis/scRNAseq_workshop_0.Rmd”, “analysis/scRNAseq_workshop_1.Rmd”, |
| html | b27f0e8 | Ming Tang | 2019-07-30 | Build site. |
| html | 87b80b5 | Ming Tang | 2019-07-30 | Build site. |
| Rmd | acb3717 | Ming Tang | 2019-07-30 | wflow_publish(c(“analysis/scRNAseq_workshop_4.Rmd”)) |
| html | 4183cd5 | Ming Tang | 2019-07-29 | Build site. |
| html | 03df779 | Ming Tang | 2019-07-29 | Build site. |
We primary used Seurat
package to work with the single-cell data. However, there are a lot of other cool bioconductor packages to work with single-cell data as well. In this section, I will introduce you to iSEE
package which provides cool interactive visulization for the single-cell data sets. In fact, there are a suite of packages that work with single-cell data in the bioconductor ecosystem. Please read https://osca.bioconductor.org/ if you are interested.
iSEE
is a bioconductor package and it works with the SingleCellExperiment
object not the Seurat
object. Let’s convert it first.
More converion examples can be found https://satijalab.org/seurat/v3.0/conversion_vignette.html
library(Seurat)
library(iSEE)
#read in the 5k pmbc data we created before
pbmc<- readRDS("data/pbmc5k/pbmc_5k_v3.rds")
# Seurat object
pbmc
An object of class Seurat
18791 features across 4595 samples within 1 assay
Active assay: RNA (18791 features)
3 dimensional reductions calculated: pca, umap, tsne
pbmc.sce <- as.SingleCellExperiment(pbmc)
# SingleCellExperiment object
pbmc.sce
class: SingleCellExperiment
dim: 18791 4595
metadata(0):
assays(2): counts logcounts
rownames(18791): AL627309.1 AL627309.3 ... AL354822.1 AC240274.1
rowData names(5): vst.mean vst.variance vst.variance.expected
vst.variance.standardized vst.variable
colnames(4595): AAACCCAAGCGTATGG AAACCCAGTCCTACAA ...
TTTGTTGTCCTTGGAA TTTGTTGTCGCACGAC
colData names(7): orig.ident nCount_RNA ... seurat_clusters ident
reducedDimNames(3): PCA UMAP TSNE
spikeNames(0):
## feed to iSEE
iSEE(pbmc.sce)
It opens the Shiny
Application and now we are ready to do some interactive exploration of the data set!
sessionInfo()
R version 3.5.1 (2018-07-02)
Platform: x86_64-apple-darwin15.6.0 (64-bit)
Running under: macOS High Sierra 10.13.6
Matrix products: default
BLAS: /Library/Frameworks/R.framework/Versions/3.5/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/3.5/Resources/lib/libRlapack.dylib
locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
attached base packages:
[1] parallel stats4 stats graphics grDevices utils datasets
[8] methods base
other attached packages:
[1] iSEE_1.2.4 SingleCellExperiment_1.4.0
[3] SummarizedExperiment_1.12.0 DelayedArray_0.8.0
[5] BiocParallel_1.16.2 matrixStats_0.54.0
[7] Biobase_2.42.0 GenomicRanges_1.34.0
[9] GenomeInfoDb_1.18.1 IRanges_2.16.0
[11] S4Vectors_0.20.1 BiocGenerics_0.28.0
[13] Seurat_3.0.2
loaded via a namespace (and not attached):
[1] Rtsne_0.15 colorspace_1.4-1 ggridges_0.5.1
[4] rprojroot_1.3-2 XVector_0.22.0 fs_1.2.6
[7] listenv_0.7.0 npsurv_0.4-0 DT_0.5
[10] bit64_0.9-7 ggrepel_0.8.0 AnnotationDbi_1.44.0
[13] codetools_0.2-16 splines_3.5.1 R.methodsS3_1.7.1
[16] lsei_1.2-0 knitr_1.21 jsonlite_1.6
[19] workflowr_1.4.0 ica_1.0-2 cluster_2.0.7-1
[22] png_0.1-7 R.oo_1.22.0 shinydashboard_0.7.1
[25] shiny_1.2.0 sctransform_0.2.0 rentrez_1.2.2
[28] compiler_3.5.1 httr_1.4.0 backports_1.1.3
[31] assertthat_0.2.0 Matrix_1.2-15 lazyeval_0.2.1
[34] later_0.7.5 htmltools_0.3.6 tools_3.5.1
[37] rsvd_1.0.0 igraph_1.2.2 gtable_0.2.0
[40] glue_1.3.0 GenomeInfoDbData_1.2.0 RANN_2.6
[43] reshape2_1.4.3 dplyr_<IP_ADDRESS> Rcpp_1.0.0
[46] gdata_2.18.0 ape_5.2 nlme_3.1-137
[49] rintrojs_0.2.2 gbRd_0.4-11 lmtest_0.9-36
[52] xfun_0.4 stringr_1.3.1 globals_0.12.4
[55] mime_0.6 miniUI_<IP_ADDRESS> irlba_2.3.2
[58] gtools_3.8.1 XML_3.98-1.16 shinyAce_0.4.0
[61] future_1.10.0 MASS_7.3-51.1 zlibbioc_1.28.0
[64] zoo_1.8-4 scales_1.0.0 colourpicker_1.0
[67] promises_1.0.1 RColorBrewer_1.1-2 yaml_2.2.0
[70] memoise_1.1.0 reticulate_1.10 pbapply_1.3-4
[73] gridExtra_2.3 ggplot2_3.1.0 RSQLite_2.1.1
[76] stringi_1.2.4 caTools_<IP_ADDRESS> bibtex_0.4.2
[79] Rdpack_0.10-1 SDMTools_1.1-221 rlang_0.3.1
[82] pkgconfig_2.0.2 bitops_1.0-6 evaluate_0.12
[85] lattice_0.20-38 ROCR_1.0-7 purrr_0.2.5
[88] htmlwidgets_1.3 bit_1.1-14 cowplot_0.9.3
[91] tidyselect_0.2.5 plyr_1.8.4 magrittr_1.5
[94] R6_2.3.0 gplots_3.0.1 DBI_1.0.0
[97] mgcv_1.8-26 pillar_1.3.1 whisker_0.3-2
[100] fitdistrplus_1.0-11 survival_2.43-3 RCurl_1.95-4.11
[103] tibble_2.0.1 future.apply_1.0.1 tsne_0.1-3
[106] crayon_1.3.4 KernSmooth_2.23-15 plotly_4.8.0
[109] rmarkdown_1.11 grid_3.5.1 data.table_1.11.8
[112] blob_1.1.1 git2r_0.23.0 metap_1.0
[115] digest_0.6.18 xtable_1.8-3 httpuv_<IP_ADDRESS>
[118] tidyr_0.8.2 R.utils_2.7.0 munsell_0.5.0
[121] viridisLite_0.3.0 vipor_0.4.5 shinyjs_1.0


B.Sc (Hons.) Computer Science or Bachelor of Science (Honours) in Computer Science is a 3 year undergraduate Computer Science course. Computer science or computing science is the study of the theoretical foundations of information and computation and of practical techniques for their implementation and application in computer systems. B.Sc. (Hons.) Computer Science is generally three academic year course and it may be provided on a part-time basis by certain institutes. The syllabus for the course is divided into three parts and it is valuable and job orienting in nature which offers a lot of career opportunities to the candidates after its completion. There are many colleges/universities which are providing the course on their campuses in the country.
Program Eligibility
Program Fee Structure
|
UR/OBC/Minority
|
SC/ST
|
PWD
|
Foreign Student
|
|
30000 |
29660 |
1490 |
44840 |
Program Syllabus
Syllabus of Computer Science as prescribed by various Universities and Colleges.
|
Semester 1 |
||
| S.No |
Subjects
|
Credits
|
| 1 |
Computer System Architecture |
6 |
| 2 |
Programming Fundamentals Using C++ |
6 |
| 3 |
Generic Elective I |
4 |
| 4 |
Ability Enhancement Course I |
4 |
|
Semester 2 |
||
| 1 |
Discrete Structures |
6 |
| 2 |
Programming in Java |
6 |
| 3 |
Generic Elective II |
4 |
| 4 |
Ability Enhancement Course II |
4 |
Program Future Opportunities