Colleen Farrelly

machine learning analytics data science topological data analysis big data topology time series data analysis statistics natural language processing quantum computing social network writing generalized linear regression network analysis differential geometry supervised learning geometry generative ai python cluster analysis substance abuse psychometrics clustering poetry ebola psychology alcoholism graph theory higher education persistent homology deep learning factor analysis addiction genomics unsupervised learning agriculture ethics text data nlp publishing stock market diversity sociology neuroscience business intelligence healthcare profound giftedness profoundly gifted giftedness marketing business data mining data visualization manifold learning neural networks medicine superlearning tda reeb graph morse functions morse-smale complex hierarchical clustering homotopy principle component analysis mental health random forest tree methods proteomics llm social good supply chain spatial data network science climate change image analytics epidemics hiv covid pydata finance development conference malawi apps linguistics africa translation career literature literary devices prosody lay audiences scientific writing science journalism academic writing politics community detection stem education technology 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