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Contents

2022 Lectures

Week 1

On Being A Scientist: Responsible Conduct for Research in Science (RCRS) - Dr. Bhramar Mukherjee

Cluster Computing - Dan Barker

Study Design and Inference - Dr. Rod Little

Parameter Estimation and Likelihood - Dr. Rodrick Little

Probability Review - Soumik Purkayastha

Observational Data and Bias - Dr. Rod Little

Causal Inference - Dr. Walter Dempsey

Linear Regression Review - Soumik Purkayastha

Data Wrangling in R - Mike Kleinsasser

Linear Algebra Review - Rupam Bhattacharyya

Visualizing Data in R with ggplot2 - Erin Hodgess

Journey Lecture - Dr. Jeremy Taylor

Week 2

Python Parts I & II - Dr. Fred Feng

Generalized Linear Models Review - Jon Boss

Python Parts III & IV - Dr. Fred Feng

Logistic Regression Review - Elizabeth Chase

Machine Learning - Dr. Maggie Makar

R Markdown - Dr. Phil Boonstra

Prediction Analysis - Dr. Phil Boonstra

Correlated Data Review - Irena Chen=

Unsupervised Learning and Clustering - Dr. Somayeh Molaei

Journey Lecture - Dr. Jean Morrison

Week 3

Data Mining - Dr. Somayeh Molaei

Scientific Writing - Dr. Brett Griffiths

Pick Me! - Dr. Brett Griffiths

Model Selection - Yichen Si

Visualization Workshop - Diamond Buchanan

Health Data Science Concentration Presentation - Dr. Hui Jiang

Journey Lecture - Pedro Orozco del Pino

Week 4

Genetics and Genomics - Dr. Jean Morrison

Spatial Epidemiology - Dr. Jon Zelner

Intro to Bayes - Dr. William Wen

Stroke Disparities - Dr. Lynda Lisabeth

Personalized Medicine - Dr. Lars Fritsche

Missing Data - Dr. Peisong Han

Bioinformatics and Epidemiology Career Roundtable - Dr. Maureen Sartor

Human Centered Computing - Dr. Nikola Banovic

Week 5

Deep Learning - Dr. Jian Kang

Optimization - Dr. Jian Kang

Natural Language Processing - Dr. Karandeep Singh

Radiation Oncology - Dr. Arvind Rao

Clinical Trials - Dr. Kelley Kidwell

Electronic Health Records - Dr. Sachin Kheterpal