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Quang Tran's Projects

bio-utils icon bio-utils

Bioinformatics utilities mostly written in Perl.

comp7115-database-systems icon comp7115-database-systems

[University of Memphis] Review of the relational model; query processing and optimization; physical database design and tuning; transaction processing; concurrency control; crash recovery; database buffer management; database security.

comp7150-fundamentals-of-data-science icon comp7150-fundamentals-of-data-science

The aim of this course is to introduce students to tools and techniques in all stages of the data science pipeline including, pre-processing, storage, visualization and analysis, in a domain-independent manner. The emphasis will be more on the practical aspects of data science. At the end of this course, students are expected to have the basic skills needed to start working in applications involving data science.

comp7295-bio-algorithm icon comp7295-bio-algorithm

Algorithms for problems arising in molecular biology, such as sequence matching, alignment, gene finding, sequence assembly, phylogeny, and structure prediction; internet resources; statistical analysis of DNA, RNA, and protein sequences

comp7712-algorithms-prob-solv icon comp7712-algorithms-prob-solv

Covers algorithms problems, techniques, and design emphasizing problem solving and implementation skills; topics include advanced data structures, graph algorithms, string matching, network flow, dynamic programming, and randomized algorithms.

comp7745-machine-learning icon comp7745-machine-learning

An introduction to machine learning: hypothesis spaces, formation and evaluation; concept learning, decision trees, linear regression and perceptrons; graphical models (naive Bayes, Bayes Nets, Hidden Markov Models); computational learning theory; Support Vector Machines; instance-based learning

comp8780-natural-lang-processng icon comp8780-natural-lang-processng

Computational aspects, algorithms, and techniques for human language processing; topics include lexical analysis, syntactic parsing, semantics, word sense disambiguation, logic forms, dialog, and pragmatics; applications include question answering and information extraction among others. PREREQUISITES: COMP 6040 or 6041 or permission of instructor.

genbank-to-fasta icon genbank-to-fasta

Fix to run with python3, originally from https://rocaplab.ocean.washington.edu/tools/genbank_to_fasta/

indel-analysis icon indel-analysis

Analysis of optimal alignments unfolds bias in existing variant profiles (BMC Bioinformatics 2016)

longage icon longage

LongAGE: a memory-efficient implementation of Alignment with Gap Excision (AGE)

unknown-bacteria-hunter icon unknown-bacteria-hunter

Using 16S rRNA Genes as Markers to Detect Unknown Bacteria in Microbial Communities (BMC Bioinformatics 2017)

ut-kbrin-r-workshop-2017 icon ut-kbrin-r-workshop-2017

*12-1pm: Introduction to RStudio/R, Reading Data into R *1-2pm: Various data visualizations in R *2-3pm: Basic Statistical Analysis in R *3-3:45pm: Shiny Application Demo – Identifying Interaction Effects in Large Data Sets (shinyfsa.org) *3:45-5pm: Creation of a Shiny Application

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