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*[https://rpubs.com/soumikp/bdsi2022LinRegSlides Slides] | *[https://rpubs.com/soumikp/bdsi2022LinRegSlides Slides] | ||
*[https://rpubs.com/soumikp/bdsi2022LinRegHandout Handout] | *[https://rpubs.com/soumikp/bdsi2022LinRegHandout Handout] | ||
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e3e64bb4-6c5a-4b7e-98ec-aebc01208962 | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e3e64bb4-6c5a-4b7e-98ec-aebc01208962 Recording] |
====Data Wrangling in R - Mike Kleinsasser==== | ====Data Wrangling in R - Mike Kleinsasser==== | ||
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=27294f7f-ebf9-4c06-8073-aebd00d69bec | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=27294f7f-ebf9-4c06-8073-aebd00d69bec Recording Part I] |
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0bad8584-8404-4110-927a-aebd00f3b8ca | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0bad8584-8404-4110-927a-aebd00f3b8ca Recording Part II] |
====Linear Algebra Review - Rupam Bhattacharyya==== | ====Linear Algebra Review - Rupam Bhattacharyya==== | ||
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=1e37e945-7634-45a2-aba6-aebd01212e07 | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=1e37e945-7634-45a2-aba6-aebd01212e07 Recording] |
====Visualizing Data in R with ggplot2 - Dr. Erin Hodgess==== | ====Visualizing Data in R with ggplot2 - Dr. Erin Hodgess==== | ||
| + | *No recording available | ||
====Journey Lecture - Dr. Jeremy Taylor==== | ====Journey Lecture - Dr. Jeremy Taylor==== | ||
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3e2002cd-e019-4b6e-a645-aebe01151648 | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3e2002cd-e019-4b6e-a645-aebe01151648 Recording] |
=== Week 2 === | === Week 2 === | ||
====Python Parts I & II - Dr. Fred Feng==== | ====Python Parts I & II - Dr. Fred Feng==== | ||
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f3164ddb-0da1-4312-9ec9-aec100d71dc2 | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f3164ddb-0da1-4312-9ec9-aec100d71dc2 Recording Part I] |
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=667bef44-8771-429a-a537-aec100ef1217 | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=667bef44-8771-429a-a537-aec100ef1217 Recording Part II] |
====Generalized Linear Models Review - Jon Boss==== | ====Generalized Linear Models Review - Jon Boss==== | ||
| − | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0fb339ed-5f8b-4f8f-b0da-aec10121401b | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0fb339ed-5f8b-4f8f-b0da-aec10121401b Recording] |
====Python Parts III & IV - Dr. Fred Feng==== | ====Python Parts III & IV - Dr. Fred Feng==== | ||
| Line 71: | Line 72: | ||
====R Markdown - Dr. Phil Boonstra==== | ====R Markdown - Dr. Phil Boonstra==== | ||
| − | *[ Recording] | + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b96bd8e7-250a-43b3-859a-aec400d9a9f8 Recording] |
====Prediction Analysis - Dr. Phil Boonstra==== | ====Prediction Analysis - Dr. Phil Boonstra==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=df0c1596-6644-4174-8af9-aec400f4096b Recording] | ||
====Correlated Data Review - Irena Chen===== | ====Correlated Data Review - Irena Chen===== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=fb6b0e6a-6899-44d2-a7f3-aec401217728 Recording] | ||
====Unsupervised Learning and Clustering - Dr. Somayeh Molaei==== | ====Unsupervised Learning and Clustering - Dr. Somayeh Molaei==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=cc2d6521-5ee5-4e02-8a52-aec500da4039 Recording] | ||
====Journey Lecture - Dr. Jean Morrison==== | ====Journey Lecture - Dr. Jean Morrison==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b0b2e261-4055-436c-b378-aec5011742c6 Recording] | ||
=== Week 3 === | === Week 3 === | ||
====Data Mining - Dr. Somayeh Molaei==== | ====Data Mining - Dr. Somayeh Molaei==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=647f3499-7df4-4e94-84d4-aec900d5d684 Recording] | ||
====Scientific Writing - Dr. Brett Griffiths==== | ====Scientific Writing - Dr. Brett Griffiths==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ae9b280f-8fc7-4f2f-95f2-aeca00d8a2ff Recording] | ||
====Pick Me! - Dr. Brett Griffiths==== | ====Pick Me! - Dr. Brett Griffiths==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e5820878-4cee-481c-ac29-aeca00f4f50d Recording] | ||
====Model Selection - Yichen Si==== | ====Model Selection - Yichen Si==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b9422f03-6a72-4935-9495-aecb00d68765 Recording] | ||
| − | ====Visualization Workshop - Diamond Buchanan==== | + | ====Data Visualization Workshop - Diamond Buchanan==== |
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=4f22144f-7fcd-4fb6-b5f1-aecc00d6fe4c Recording] | ||
====Health Data Science Concentration Presentation - Dr. Hui Jiang==== | ====Health Data Science Concentration Presentation - Dr. Hui Jiang==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f81b047b-f7a2-4354-b5a6-aecc00f34ea8 Recording] | ||
====Journey Lecture - Pedro Orozco del Pino==== | ====Journey Lecture - Pedro Orozco del Pino==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e0b218e7-a5e3-45fe-9f5c-aecc0119a170 Recording] | ||
===Week 4=== | ===Week 4=== | ||
====Genetics and Genomics - Dr. Jean Morrison==== | ====Genetics and Genomics - Dr. Jean Morrison==== | ||
| + | *[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=c0fcfeee-07f0-40d7-867a-aecf00d6de72 Recording] | ||
====Spatial Epidemiology - Dr. Jon Zelner==== | ====Spatial Epidemiology - Dr. Jon Zelner==== | ||
Revision as of 16:37, 13 July 2022
Contents
- 1 2022 Lectures
- 1.1 Week 1
- 1.1.1 Responsible Conduct for Research in Science (RCRS) - Dr. Bhramar Mukherjee
- 1.1.2 Cluster Computing - Dan Barker
- 1.1.3 Study Design and Inference - Dr. Rod Little
- 1.1.4 Parameter Estimation and Likelihood - Dr. Rodrick Little
- 1.1.5 Probability Review - Soumik Purkayastha
- 1.1.6 Observational Data and Bias - Dr. Rod Little
- 1.1.7 Causal Inference - Dr. Walter Dempsey
- 1.1.8 Linear Regression Review - Soumik Purkayastha
- 1.1.9 Data Wrangling in R - Mike Kleinsasser
- 1.1.10 Linear Algebra Review - Rupam Bhattacharyya
- 1.1.11 Visualizing Data in R with ggplot2 - Dr. Erin Hodgess
- 1.1.12 Journey Lecture - Dr. Jeremy Taylor
- 1.2 Week 2
- 1.2.1 Python Parts I & II - Dr. Fred Feng
- 1.2.2 Generalized Linear Models Review - Jon Boss
- 1.2.3 Python Parts III & IV - Dr. Fred Feng
- 1.2.4 Logistic Regression Review - Elizabeth Chase
- 1.2.5 Machine Learning - Dr. Maggie Makar
- 1.2.6 R Markdown - Dr. Phil Boonstra
- 1.2.7 Prediction Analysis - Dr. Phil Boonstra
- 1.2.8 Correlated Data Review - Irena Chen=
- 1.2.9 Unsupervised Learning and Clustering - Dr. Somayeh Molaei
- 1.2.10 Journey Lecture - Dr. Jean Morrison
- 1.3 Week 3
- 1.3.1 Data Mining - Dr. Somayeh Molaei
- 1.3.2 Scientific Writing - Dr. Brett Griffiths
- 1.3.3 Pick Me! - Dr. Brett Griffiths
- 1.3.4 Model Selection - Yichen Si
- 1.3.5 Data Visualization Workshop - Diamond Buchanan
- 1.3.6 Health Data Science Concentration Presentation - Dr. Hui Jiang
- 1.3.7 Journey Lecture - Pedro Orozco del Pino
- 1.4 Week 4
- 1.4.1 Genetics and Genomics - Dr. Jean Morrison
- 1.4.2 Spatial Epidemiology - Dr. Jon Zelner
- 1.4.3 Intro to Bayes - Dr. William Wen
- 1.4.4 Stroke Disparities - Dr. Lynda Lisabeth
- 1.4.5 Personalized Medicine - Dr. Lars Fritsche
- 1.4.6 Missing Data - Dr. Peisong Han
- 1.4.7 Bioinformatics and Epidemiology Career Roundtable - Dr. Maureen Sartor
- 1.4.8 Human Centered Computing - Dr. Nikola Banovic
- 1.5 Week 5
- 1.5.1 Deep Learning - Dr. Jian Kang
- 1.5.2 Optimization - Dr. Jian Kang
- 1.5.3 Natural Language Processing - Dr. Karandeep Singh
- 1.5.4 Radiation Oncology - Dr. Arvind Rao
- 1.5.5 Clinical Trials - Dr. Kelley Kidwell
- 1.5.6 Electronic Health Records - Dr. Sachin Kheterpal
- 1.5.7 Precision Health for Diverse Populations - Dr. Jennifer Smith
- 1.5.8 Better, Not Just Bigger, Data Analytics - Dr. Brahmajee Nallamothu
- 1.5.9 Policy and Machine Learning - Dr. Rahul Ladania
- 1.5.10 Journey Lecture - Dr. Snigdha Panigrahi
- 1.6 Week 6
- 1.7 Research Symposium
- 1.8 Professional Development Day
- 1.1 Week 1
2022 Lectures
Week 1
Responsible Conduct for Research in Science (RCRS) - Dr. Bhramar Mukherjee
- Al-Marzouki - The effect of scientific misconduct on the results of clinical trials: A Delphi survey
- Baggerly Coombes - Deriving Chemosensitivity from cell lines: forensic bioinformatics and reproducible research in high-throughput biology
- Benjamini - Redefine statistical significance
- Ethical guidelines - Ethical Guidelines for Statistical Practice article
- Ethics reviews - Ethical statistical practice review slides
- Moving to a World beyond - Moving to a World Beyond “p < 0.05”
- On Being A Scientist Article
- Slides
- Recording
Cluster Computing - Dan Barker
- [Cluster Computing Slides]
- Recording
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 - Dr. Erin Hodgess
- No recording available
