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Hedia Tnani's Projects

machine-learning-in-r icon machine-learning-in-r

4-hour tutorial on machine learning in R: knn, decision trees, random forest, boosting, superlearner

main icon main

Summary of training offered by the Harvard Chan Bioinformatics Core

math_127 icon math_127

Berkeley MATH 127 Mathematical and Computational Methods in Molecular Biology, taught by Dr. David Dynerman, Fall 2017

microarray-analysis icon microarray-analysis

Materials on the analysis of microarray expression data; focus on re-analysis of public data ( http://tinyurl.com/cruk-microarray)

ml-mass-spectrometry icon ml-mass-spectrometry

Classifying prostate cancer, ovarian cancer, and control by looking 10,000 attributes from mass-spectrometric data in 900 subjects

ml-rna-microarray icon ml-rna-microarray

Use machine learning technique to classify cancers using high dimensional RNA microarray dataset

ml4a-guides icon ml4a-guides

practical guides, tutorials, and code samples for ml4a

mlpb icon mlpb

Machine Learning Problem Bible | Problem Set Here >>

ml_rna-seq icon ml_rna-seq

Additional files for our research article (DOI: 10.3389/fgene.2018.00297)

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