data_science Emerging Brand Scoring A decision framework for ranking emerging consumer brands by investment potential Custom RAG System Custom RAG system with pre-trained embeddings, LoRA fine-tuning, and reranking Stats Notes for Data Science Open-source statistics reference for data science, with R and SAS examples River Flow Forecasting Time series forecasting of river flow for water resource management Applied ML Case Studies Seven case studies in regression, classification, ensembles, and deep learning AWS RDS Benchmarking Benchmarking PostgreSQL vs MySQL on AWS RDS with HammerDB TPC-C workloads EM Dataset Access Pipeline for downloading public 3D electron microscopy datasets for ML workflows Cobalt Mining Infographic An infographic on cobalt mining in the Congo with click-through to a Tableau dashboard Visualizing Data Exploring different tools, techniques, and design principles for data visualization Housing Regression Linear regression analysis and prediction of home sale prices in the Ames housing dataset Osteoporosis Fracture Risk Logistic regression, LDA, and random forest for fracture risk in women with osteoporosis Employee Attrition Classification of employee attrition and regression model for monthly income biology Behavior ML Pipeline Hardware, training, and ML for fish behavior Remembering in Fruit Flies Finding the neurons needed to form long-term memories Adapting to Low Oxygen A biochemical study of comb jellies
