Difference between revisions of "User:Boris/Temp/APB"

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<div id="APB">
 
<div id="APB">
  
[...]
+
<table width="40%"><tr><td class="l1">&nbsp;</td><td>
<table width="33%">
+
 
<tr class="sh"><td>Hardware</td></tr>
+
===Hardware===
<tr class="s1"><td>High performance computing <!-- (... at the bench: GPUs, FPGAs, Clusters) --></td></tr>
+
<table width="100%">
<tr class="s2"><td>Cloud computing</td></tr>
+
<tr class="s1"><td class="l1">High performance computing <!-- (... at the bench: GPUs, FPGAs, Clusters) --></td></tr>
 +
<tr class="s2"><td class="l1">Cloud computing</td></tr>
 +
<tr><td class="sp">&nbsp;</td></tr>
 
</table>
 
</table>
  
 +
===Systems and Tools===
 +
<table width="100%">
  
<table width="33%">
+
<tr class="s1"><td class="l1 mw-collapsible mw-collapsed" data-expandtext="Expand subtopics" data-collapsetext="Collapse">[[Unix]]
<tr class="sh"><td>Systems and Tools</td></tr>
+
<div class="mw-collapsible-content">
<tr class="s1"><td>[[Unix]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Unix system administration]]</td></tr></table>
<tr class="s2"><td>[[Network Configuration]]</td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[Unix automation]]</td></tr></table>
<tr class="s1"><td>[[Apache]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Program installation]]</td></tr></table>
<tr class="s2"><td>[[MySQL]]</td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[wget]]</td></tr></table>
<tr class="s1"><td>[[Tools for the bioinformatics lab]]</td></tr>
+
</div>
<tr class="s2"><td>[[GBrowse|GBrowse and LDAS]]</td></tr>
+
</td></tr>
 +
 
 +
<tr class="s2"><td class="l1">[[Network Configuration]]</td></tr>
 +
<tr class="s1"><td class="l1">[[Apache]]</td></tr>
 +
<tr class="s2"><td class="l1">[[MySQL]]</td></tr>
 +
<tr class="s1"><td class="l1">[[Tools for the bioinformatics lab]]</td></tr>
 +
<tr class="s2"><td class="l1">[[GBrowse|GBrowse and LDAS]]</td></tr>
 +
<tr><td class="sp">&nbsp;</td></tr>
 
</table>
 
</table>
  
 +
===Programming===
 +
<table width="100%" >
 +
<tr class="s1"><td class="l1">[[IDE|IDE (Integrated Development Environment)]]</td></tr>
 +
<tr class="s2"><td class="l1">[[Regular Expressions]]</td></tr>
 +
<tr class="s1"><td class="l1">[[Screenscraping]]</td></tr>
  
<table width="33%">
+
<tr class="s2"><td class="l1 mw-collapsible mw-collapsed" data-expandtext="Expand subtopics" data-collapsetext="Collapse">[[Perl]]
<tr class="sh"><td>Programming</td></tr>
+
<div class="mw-collapsible-content">
<tr class="s1"><td>[[IDE|IDE (Integrated Development Environment)]]</td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[Perl basic programming]]</td></tr></table>
<tr class="s2"><td>[[Regular Expressions]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Perl hash example]]</td></tr></table>
<tr class="s1"><td>[[Screenscraping]]</td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[Perl LWP example]]</td></tr></table>
<tr class="s2"><td>[[Perl]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Perl MySQL introduction]]</td></tr></table>
<tr class="s1"><td>[[BioPerl]]</td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[Perl OBO parser]]</td></tr></table>
<tr class="s2"><td>[[PHP]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Perl basic programming]]</td></tr></table>
<tr class="s1"><td>[[Relational database principles]]</td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[Perl programming exercises 1]]</td></tr></table>
<tr class="s2"><td>BioPython <!-- (scope, highlights, installation, use, support) --></td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Perl programming exercises 2]]</td></tr></table>
<tr class="s1"><td>Graphical output <!-- (PNG and SVG) --></td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[Perl programming Data Structures]]</td></tr></table>
<tr class="s2"><td>[[Autonomous agents]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Perl references]]</td></tr></table>
 +
<table width="100%"><tr class="s1"><td class="l2">[[Perl simulation]]</td></tr></table>
 +
<table width="100%"><tr class="s2"><td class="l2">[[Perl: Object oriented programming]]</td></tr></table>
 +
<table width="100%"><tr class="s1"><td class="l2">[[Perl: Ugly programming]]</td></tr></table>
 +
</div>
 +
</td></tr>
 +
 
 +
<tr class="s1"><td class="l1">[[BioPerl]]</td></tr>
 +
<tr class="s2"><td class="l1">[[PHP]]</td></tr>
 +
<tr class="s1"><td class="l1">[[Data modelling]]</td></tr>
 +
<tr class="s2"><td class="l1">BioPython <!-- (scope, highlights, installation, use, support) --></td></tr>
 +
<tr class="s1"><td class="l1">Graphical output <!-- (PNG and SVG) --></td></tr>
 +
<tr class="s2"><td class="l1">[[Autonomous agents]]</td></tr>
 
</table>
 
</table>
  
 +
===Algorithms===
 +
<table width="100%" >
 +
<tr class="sh"><td class="l1">Algorithms on Sequences</td></tr>
 +
<tr class="s1"><td class="l2">[[Dynamic Programming]]</td></tr>
 +
<tr class="s2"><td class="l2">[[Multiple Sequence Alignment]]</td></tr>
 +
<tr class="s1"><td class="l2">[[Genome Assembly]]</td></tr>
 +
 +
<tr><td class="sp">&nbsp;</td></tr>
 +
 +
<tr class="sh"><td class="l1">Algorithms on Structures</td></tr>
 +
<tr class="s1"><td class="l2">[[Docking]]</td></tr>
 +
<tr class="s2"><td class="l2">Protein Structure Prediction <!-- ''ab initio'' --></td></tr>
 +
 +
<tr><td class="sp">&nbsp;</td></tr>
  
<table width="33%">
+
<tr class="sh"><td class="l1">Algorithms on Trees</td></tr>
<tr class="sh"><td>Algorithms on Sequences</td></tr>
+
<tr class="s1"><td class="l2">Computing with trees <!-- Bayesian approaches for phylogenetic trees, tree comparison) --></td></tr>
<tr class="s1"><td>[[Dynamic Programming]]</td></tr>
+
 
<tr class="s2"><td>[[Multiple Sequence Alignment]]</td></tr>
+
<tr><td class="sp">&nbsp;</td></tr>
<tr class="s1"><td>[[Genome Assembly]]</td></tr>
+
 
<tr class="sh"><td>Algorithms on Structures</td></tr>
+
<tr class="sh"><td class="l1">Algorithms on Networks</td></tr>
<tr class="s1"><td>[[Docking]]</td></tr>
+
<tr class="s1"><td class="l2">Network metrics <!-- (Degree distributions, Centrality metrics, other metrics on topology, small-world- vs. random-geometric controversy) --></td></tr>
<tr class="s2"><td>Protein Structure Prediction <!-- ''ab initio'' --></td></tr>
+
<tr class="s2"><td class="l3">[[Dijkstras Algorithm]]</td></tr>
<tr class="sh"><td>Algorithms on Trees</td></tr>
+
<tr class="s1"><td class="l3">[[Floyd Warshall Algorithm]]</td></tr>
<tr class="s1"><td>Computing with trees <!-- Bayesian approaches for phylogenetic trees, tree comparison) --></td></tr>
 
<tr class="sh"><td>Algorithms on Networks</td></tr>
 
<tr class="s1"><td>Network metrics <!-- (Degree distributions, Centrality metrics, other metrics on topology, small-world- vs. random-geometric controversy) --></td></tr>
 
<tr class="s2"><td>[[Dijkstras Algorithm]]</td></tr>
 
<tr class="s1"><td>[[Floyd Warshall Algorithm]]</td></tr>
 
 
</table>
 
</table>
  
  
<table width="33%">
+
===Communication and collaboration===
<tr class="sh"><td>Communication and collaboration</td></tr>
+
<table width="100%" >
<tr class="s1"><td>[[MediaWiki]]</td></tr>
+
<tr class="s1"><td class="l1">[[MediaWiki]]</td></tr>
<tr class="s2"><td>[[HTML essentials]]</td></tr>
+
<tr class="s2"><td class="l1">[[HTML essentials]]</td></tr>
<tr class="s1"><td>[[HTML 5]]</td></tr>
+
<tr class="s1"><td class="l1">[[HTML 5]]</td></tr>
<tr class="s2"><td>[[SADI|SADI Semantic Automated Discovery and Integration]]</td></tr>
+
<tr class="s2"><td class="l1">[[SADI|SADI Semantic Automated Discovery and Integration]]</td></tr>
<tr class="s1"><td>[[CGI]]</td></tr>
+
<tr class="s1"><td class="l1">[[CGI]]</td></tr>
 +
<tr><td class="sp">&nbsp;</td></tr>
 
</table>
 
</table>
  
 +
===Statistics===
 +
<table width="100%" >
 +
<tr class="s1"><td class="l1">[[Pattern discovery]]</td></tr>
 +
<tr class="s2"><td class="l1">Correlation <!-- (Covariance matrices and their interpretation, application to large problems, collaborative filtering, MIC and MINE) --></td></tr>
 +
<tr class="s1"><td class="l1">Clustering methods <!-- (Algorithms and choice (including: hierarchical, model-based and partition clustering, graphical methods (MCL), flow based methods (RRW) and spectral methods). Implementation in R if possible) --></td></tr>
 +
<tr class="s2"><td class="l1">Cluster metrics <!-- (Cluster quality metrics (Akaike, BIC)–when and how) --></td></tr>
 +
<tr class="s1"><td class="l1">[[Map equation|The Map Equation]] </td></tr>
 +
<tr class="s2"><td class="l1">Machine learning <!-- (Classification problems: Neural Networks, HMMs, SVM..) --></td></tr>
  
<table width="33%">
+
<tr class="s1"><td class="l1 mw-collapsible mw-collapsed" data-expandtext="Expand subtopics" data-collapsetext="Collapse">[[R]]
<tr class="sh"><td>Statistics
+
<div class="mw-collapsible-content">
<tr class="s1"><td>[[Pattern discovery]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">R plotting</td></tr></table>
<tr class="s1"><td>Correlation <!-- (Covariance matrices and their interpretation, application to large problems, collaborative filtering, MIC and MINE) --></td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">[[R programming]]</td></tr></table>
<tr class="s1"><td>Clustering methods <!-- (Algorithms and choice (including: hierarchical, model-based and partition clustering, graphical methods (MCL), flow based methods (RRW) and spectral methods). Implementation in R if possible) --></td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">R EDA</td></tr></table>
<tr class="s1"><td>Cluster metrics <!-- (Cluster quality metrics (Akaike, BIC)–when and how) --></td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">R regression</td></tr></table>
<tr class="s2"><td>[[Map equation|The Map Equation]] </td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">R PCA</td></tr></table>
<tr class="s1"><td>Machine learning <!-- (Classification problems: Neural Networks, HMMs, SVM..) --></td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">R Clustering</td></tr></table>
<tr class="s2"><td>[[R]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">R Classification <!-- Phrasing inquiry as a classification problem, dealing with noisy data, machine learning approaches to classification, implementation in R) --></td></tr></table>
<tr class="s1"><td>- R plotting</td></tr>
+
<table width="100%"><tr class="s1"><td class="l2">R hypothesis testing</td></tr></table>
<tr class="s2"><td>- [[R programming]]</td></tr>
+
<table width="100%"><tr class="s2"><td class="l2">[[Bioconductor]]</td></tr></table>
<tr class="s1"><td>- R EDA</td></tr>
+
</div>
<tr class="s2"><td>- R regression</td></tr>
+
</td></tr>
<tr class="s1"><td>- R PCA</td></tr>
+
 
<tr class="s2"><td>- R Clustering</td></tr>
+
<tr><td class="sp">&nbsp;</td></tr>
<tr class="s1"><td>- R Classification <!-- Phrasing inquiry as a classification problem, dealing with noisy data, machine learning approaches to classification, implementation in R) --></td></tr>
 
<tr class="s2"><td>- R hypothesis testing</td></tr>
 
<tr class="s1"><td>- [[Bioconductor]]</td></tr>
 
 
</table>
 
</table>
  
 
+
===Applications===
<table width="33%">
+
<table width="100%" >
<tr class="sh"><td>Applications</td></tr>
+
<tr class="s1"><td class="l1">[[Data integration]] <!-- Add BioMart: Biodata integration, and data-mining of complex, related, descriptive data --></td></tr>
<tr class="s1"><td>[[Data integration]] <!-- Add BioMart: Biodata integration, and data-mining of complex, related, descriptive data --></td></tr>
+
<tr class="s2"><td class="l1">Text mining <!-- (Use cases, tasks and metrics, taggers, vocabulary mapping, Practicals: R-support, Python/Perl support, others...) --></td></tr>
<tr class="s2"><td>Text mining <!-- (Use cases, tasks and metrics, taggers, vocabulary mapping, Practicals: R-support, Python/Perl support, others...) --></td></tr>
+
<tr class="s1"><td class="l1">[[HMMER]]</td></tr>
<tr class="s1"><td>[[HMMER]]</td></tr>
+
<tr class="s2"><td class="l1">High-throughput sequencing</td></tr>
<tr class="s2"><td>High-throughput sequencing</td></tr>
+
<tr class="s1"><td class="l1">Functional annotation <!-- GFF --></td></tr>
<tr class="s1"><td>Functional annotation <!-- GFF --></td></tr>
+
<tr class="s2"><td class="l1">Microarray analysis <!-- (... in R: differential expression and multiple testing; Loading and normalizing data, calculating differential expression, LOWESS, the question of significance, FWERs: Bonferroni and FDR; SAM and LIMMA) --></td></tr>
<tr class="s2"><td>Microarray analysis <!-- (... in R: differential expression and multiple testing; Loading and normalizing data, calculating differential expression, LOWESS, the question of significance, FWERs: Bonferroni and FDR; SAM and LIMMA) --></td></tr>
+
<tr><td class="sp">&nbsp;</td></tr>
 
</table>
 
</table>
 +
</td></tr></table>
  
 
</div>
 
</div>

Latest revision as of 12:44, 27 September 2015

 

Hardware

High performance computing
Cloud computing
 

Systems and Tools

Unix
Network Configuration
Apache
MySQL
Tools for the bioinformatics lab
GBrowse and LDAS
 

Programming

IDE (Integrated Development Environment)
Regular Expressions
Screenscraping
Perl
BioPerl
PHP
Data modelling
BioPython
Graphical output
Autonomous agents

Algorithms

Algorithms on Sequences
Dynamic Programming
Multiple Sequence Alignment
Genome Assembly
 
Algorithms on Structures
Docking
Protein Structure Prediction
 
Algorithms on Trees
Computing with trees
 
Algorithms on Networks
Network metrics
Dijkstras Algorithm
Floyd Warshall Algorithm


Communication and collaboration

MediaWiki
HTML essentials
HTML 5
SADI Semantic Automated Discovery and Integration
CGI
 

Statistics

Pattern discovery
Correlation
Clustering methods
Cluster metrics
The Map Equation
Machine learning
R
R plotting
R programming
R EDA
R regression
R PCA
R Clustering
R Classification
R hypothesis testing
Bioconductor
 

Applications

Data integration
Text mining
HMMER
High-throughput sequencing
Functional annotation
Microarray analysis