Colleen Farrelly

machine learning data science analytics topological data analysis big data statistics topology quantum computing time series natural language processing writing generalized linear regression network analysis social network supervised learning data analysis cluster analysis substance abuse clustering poetry psychology alcoholism graph theory higher education persistent homology differential geometry factor analysis addiction genomics unsupervised learning geometry psychometrics agriculture publishing ebola python sociology neuroscience business intelligence healthcare profound giftedness profoundly gifted giftedness marketing business data mining data visualization manifold learning neural networks medicine superlearning deep learning tda reeb graph morse functions morse-smale complex hierarchical clustering homotopy principle component analysis mental health random forest tree methods pydata finance development conference malawi ethics apps linguistics africa translation text data nlp career literature literary devices prosody lay audiences scientific writing science journalism academic writing politics stock market community detection stem education technology diversity university of chicago women in data science conference 2018 wids intelligence gifted education insurance actuarial science theology einstein quantum theory physics brain biology pharmaceutical neurobiology gender graduate school medical research medical school medical scientist training program mstp md/phd alcohol abuse ptsd trauma education talent gifted acceleration eminence genius k-nearest neighbor regression subpopulation rare disease clinical trial robust analysis small sample multidimensional scaling laplacian eigenmaps isomap dimensionality reduction signal processing latent factors singular value decomposition multilinear algebra medical tensor decompositions fourier analysis spectral methods markov chains operations forecast mapper algorithm multiscale methods cox regression ensemble learning model averaging boosted regression bayesian statistics survival analysis survey design identity predictie analytics logistic regression genetic algorithm evolutionary algorithms hausdorff