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"> </td><td> | ||
− | + | ===Hardware=== | |
− | + | <table width="100%"> | |
− | + | <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"> </td></tr> | ||
+ | </table> | ||
− | + | ===Systems and Tools=== | |
− | + | <table width="100%"> | |
− | |||
− | |||
− | |||
− | |||
− | |||
− | + | <tr class="s1"><td class="l1 mw-collapsible mw-collapsed" data-expandtext="Expand subtopics" data-collapsetext="Collapse">[[Unix]] | |
− | + | <div class="mw-collapsible-content"> | |
− | + | <table width="100%"><tr class="s2"><td class="l2">[[Unix system administration]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s1"><td class="l2">[[Unix automation]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s2"><td class="l2">[[Program installation]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s1"><td class="l2">[[wget]]</td></tr></table> | |
− | + | </div> | |
− | + | </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"> </td></tr> | |
− | + | </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> | |
− | |||
− | |||
− | + | <tr class="s2"><td class="l1 mw-collapsible mw-collapsed" data-expandtext="Expand subtopics" data-collapsetext="Collapse">[[Perl]] | |
− | + | <div class="mw-collapsible-content"> | |
− | + | <table width="100%"><tr class="s1"><td class="l2">[[Perl basic programming]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s2"><td class="l2">[[Perl hash example]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s1"><td class="l2">[[Perl LWP example]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s2"><td class="l2">[[Perl MySQL introduction]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s1"><td class="l2">[[Perl OBO parser]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s2"><td class="l2">[[Perl basic programming]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s1"><td class="l2">[[Perl programming exercises 1]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s2"><td class="l2">[[Perl programming exercises 2]]</td></tr></table> | |
− | + | <table width="100%"><tr class="s1"><td class="l2">[[Perl programming Data Structures]]</td></tr></table> | |
− | + | <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> | |
− | ;Applications | + | <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> | |
+ | |||
+ | ===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"> </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"> </td></tr> | ||
+ | |||
+ | <tr class="sh"><td class="l1">Algorithms on Trees</td></tr> | ||
+ | <tr class="s1"><td class="l2">Computing with trees <!-- Bayesian approaches for phylogenetic trees, tree comparison) --></td></tr> | ||
+ | |||
+ | <tr><td class="sp"> </td></tr> | ||
+ | |||
+ | <tr class="sh"><td class="l1">Algorithms on Networks</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 class="l3">[[Dijkstras Algorithm]]</td></tr> | ||
+ | <tr class="s1"><td class="l3">[[Floyd Warshall Algorithm]]</td></tr> | ||
+ | </table> | ||
+ | |||
+ | |||
+ | ===Communication and collaboration=== | ||
+ | <table width="100%" > | ||
+ | <tr class="s1"><td class="l1">[[MediaWiki]]</td></tr> | ||
+ | <tr class="s2"><td class="l1">[[HTML essentials]]</td></tr> | ||
+ | <tr class="s1"><td class="l1">[[HTML 5]]</td></tr> | ||
+ | <tr class="s2"><td class="l1">[[SADI|SADI Semantic Automated Discovery and Integration]]</td></tr> | ||
+ | <tr class="s1"><td class="l1">[[CGI]]</td></tr> | ||
+ | <tr><td class="sp"> </td></tr> | ||
+ | </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> | ||
+ | |||
+ | <tr class="s1"><td class="l1 mw-collapsible mw-collapsed" data-expandtext="Expand subtopics" data-collapsetext="Collapse">[[R]] | ||
+ | <div class="mw-collapsible-content"> | ||
+ | <table width="100%"><tr class="s2"><td class="l2">R plotting</td></tr></table> | ||
+ | <table width="100%"><tr class="s1"><td class="l2">[[R programming]]</td></tr></table> | ||
+ | <table width="100%"><tr class="s2"><td class="l2">R EDA</td></tr></table> | ||
+ | <table width="100%"><tr class="s1"><td class="l2">R regression</td></tr></table> | ||
+ | <table width="100%"><tr class="s2"><td class="l2">R PCA</td></tr></table> | ||
+ | <table width="100%"><tr class="s1"><td class="l2">R Clustering</td></tr></table> | ||
+ | <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> | ||
+ | <table width="100%"><tr class="s1"><td class="l2">R hypothesis testing</td></tr></table> | ||
+ | <table width="100%"><tr class="s2"><td class="l2">[[Bioconductor]]</td></tr></table> | ||
+ | </div> | ||
+ | </td></tr> | ||
+ | |||
+ | <tr><td class="sp"> </td></tr> | ||
+ | </table> | ||
+ | |||
+ | ===Applications=== | ||
+ | <table width="100%" > | ||
+ | <tr class="s1"><td class="l1">[[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="s1"><td class="l1">[[HMMER]]</td></tr> | ||
+ | <tr class="s2"><td class="l1">High-throughput sequencing</td></tr> | ||
+ | <tr class="s1"><td class="l1">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><td class="sp"> </td></tr> | ||
+ | </table> | ||
+ | </td></tr></table> | ||
</div> | </div> |