Difference between revisions of "Main Page"

From U-M Big Data Summer Institute Wiki
Jump to navigation Jump to search
(Day 11: Data Mining I and Visualization I, July 1)
 
(41 intermediate revisions by 2 users not shown)
Line 96: Line 96:
 
* [[Media:On+Being+A+Scientist.pptx|On being a scientist ppt]] - On being a scientist slides
 
* [[Media:On+Being+A+Scientist.pptx|On being a scientist ppt]] - On being a scientist slides
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=58d266f3-210d-4d7c-8788-aa6f014a70ec Cluster computing] - Dan Barker
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=65fd73f4-195a-4198-87b7-aa6f01299c4c RCRS Training] - Mukherjee
  
 
==== Day 2: Reproducible Research, Study Design and Inference, and Linear Regression, June 18 ====
 
==== Day 2: Reproducible Research, Study Design and Inference, and Linear Regression, June 18 ====
Line 102: Line 104:
 
* [[Media: LinearRegression-2019slides.pdf|Linear regression]] Hector
 
* [[Media: LinearRegression-2019slides.pdf|Linear regression]] Hector
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=06dc5e25-839e-4ce9-98ab-aa8d00f14531 Data Integration & Precision Medicine] - Baladandayuthapani
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=82eb9256-bf4c-40a4-8487-aa7000d6d63b Reproducible research] - LeFaive
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=4c63a289-5f6a-4706-8627-aa7000f2900e Study designs & Inference] - Little
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=44357ae0-d327-461e-a386-aa70014ddbb0 Linear regression] - Hector
  
 
==== Day 3: Logistic Regression, Observational Data and Bias, and Probability, June 19 ====
 
==== Day 3: Logistic Regression, Observational Data and Bias, and Probability, June 19 ====
Line 109: Line 113:
 
* [[Media:Probability_Rmd.pdf |Probability]] - Hartman
 
* [[Media:Probability_Rmd.pdf |Probability]] - Hartman
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=1d0dd55a-3464-4a16-b9b5-aa7100d6b216 Logistic regression] - Hector
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=bbdbb94d-6455-4e3d-a0a3-aa7100f2fec2 Observational Data, Bias] - Little
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=a111bacf-7bde-4376-9738-aa71014ebdf6 Probability review] - Hartman
  
 
==== Day 4: Causal inference, Parameter Estimation/Likelihood, and Linear Algebra, June 20 ====
 
==== Day 4: Causal inference, Parameter Estimation/Likelihood, and Linear Algebra, June 20 ====
Line 116: Line 122:
 
*[[Media: Linear_algebra.pdf|Linear algebra]] - Hartman
 
*[[Media: Linear_algebra.pdf|Linear algebra]] - Hartman
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b9a2f7e1-a2d2-400f-aaf3-aa7200d78be4 Causal Inference] - Wu
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=cd4dba3d-a4dc-4972-bbe8-aa7200f30723 Parameter Estimation / Likelihood] - Little
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0a05bea8-c048-4d52-b193-aa72014f8220 Linear Algebra] - Hartman
  
 
==== Day 5: Data Wrangling in R with dplyr, Parts I and II, June 21 ====
 
==== Day 5: Data Wrangling in R with dplyr, Parts I and II, June 21 ====
Line 127: Line 135:
 
*[[Media: Boehnke_Journey_BDSI2019.pptx|Journey lectures]] - Boehnke
 
*[[Media: Boehnke_Journey_BDSI2019.pptx|Journey lectures]] - Boehnke
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=d3e590db-bfe9-4ab5-91b1-aa7300f2ee1f R Workshop dplyr Part II] - Flickinger
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=399865c6-35b3-4eb1-8f36-aa73010fd4ba Journey Lecture] - Boehnke
 +
* No Recording Available (Data Wrangling in R with dplyr - Flickinger)
  
 
=== <u>Week 2</u> ===
 
=== <u>Week 2</u> ===
Line 137: Line 147:
 
*[[Media: Bdsi_2019_r_practice_ggplot2_nycflights_answers.pdf|Ggplot2 flights answers exercise]] - Flickinger
 
*[[Media: Bdsi_2019_r_practice_ggplot2_nycflights_answers.pdf|Ggplot2 flights answers exercise]] - Flickinger
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=4e2adcbb-ae95-454b-a23f-aa7600d69323 Visualizing Data in R Part I] - Flickinger
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=d3e2760c-619b-47b7-8eb3-aa7600efc305 Visualizing Data in R - Part II] - Flickinger
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=39a14a1a-4958-49bb-bee2-aa76014dc1da Generalized Linear Models] - Hartman
  
 
==== Day 7: Machine Learning I & Model Selection, June 25 ====
 
==== Day 7: Machine Learning I & Model Selection, June 25 ====
Line 143: Line 155:
 
*[[Media: Wiens_ML_Lecture1.pdf|Machine Learning I slides]] - Wiens
 
*[[Media: Wiens_ML_Lecture1.pdf|Machine Learning I slides]] - Wiens
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=37a6279a-2657-49bb-b5f8-aa7700f31d9d Model Selection 1] - Beesley
 +
*No recording available (Machine Learning I - Wiens)
  
 
==== Day 8: Machine Learning II & Unsupervised Learning/Clustering I, June 26 ====
 
==== Day 8: Machine Learning II & Unsupervised Learning/Clustering I, June 26 ====
 
*[[Media: Wiens_ML_Lecture2.pdf|Machine Learning II slides]] - Wiens
 
*[[Media: Wiens_ML_Lecture2.pdf|Machine Learning II slides]] - Wiens
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=699e8e7c-a33a-4efb-9f90-aa78014dfeda Correlated data models] - Hartman
 +
*No recording available (Machine Learning II - Wiens)
 +
*No recording available (Unsupervised Learning, Clustering I - Koutra)
  
 
==== Day 9: Unsupervised Learning/Clustering II and Model Selection II, June 27 ====
 
==== Day 9: Unsupervised Learning/Clustering II and Model Selection II, June 27 ====
 
*[[Media:beesley ms2.pdf|Model Selection II slides]] - Beesley
 
*[[Media:beesley ms2.pdf|Model Selection II slides]] - Beesley
 +
=====Recorded Lectures=====
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=1f07dda4-81d9-41b0-bd43-aa7900f30d9e Model Selection Part II] - Beesley
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=84588ff1-9cf8-4f44-b1f4-aa79014de845 Assessment of predictive models] - Boonstra
 +
* No recording available (Unsupervised Learning, Clustering II - Koutra)
  
 
==== Day 10: Python Workshop I and II, June 28 ====
 
==== Day 10: Python Workshop I and II, June 28 ====
 
*[[Media:BDSI Python Tutorial.pdf|Python Workshop I and II]] - Kamran
 
*[[Media:BDSI Python Tutorial.pdf|Python Workshop I and II]] - Kamran
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=d0134ee0-6ba2-4f4c-be10-aa7a00d74e9c Python Workshop] - Kamran
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e194044c-b797-4a55-b7b1-aa7a00f30604 Python workshop Part II] - Kamran
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=8aa9d6ab-7c78-4eb7-8a46-aa7a0113714d Journey Lecture] - Banerjee
  
 
=== <u>Week 3</u> ===
 
=== <u>Week 3</u> ===
Line 163: Line 184:
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=56ea7d1a-d2df-4d2c-a570-aa7d00d6b518 Data Mining Part I] - Gryak
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=56ea7d1a-d2df-4d2c-a570-aa7d00d6b518 Data Mining Part I] - Gryak
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=da78299d-aecf-4823-bc5f-aa7d00f39f4b Visualization I] - Matthew Kay
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=da78299d-aecf-4823-bc5f-aa7d00f39f4b Visualization I] - Kay
  
 
==== Day 12: Data Mining II and Precision Health, July 2 ====
 
==== Day 12: Data Mining II and Precision Health, July 2 ====
 
*[[Media:ClinicalCareMachineLearningBDSI.pptx|Precision Health slides]] - Kheterpal
 
*[[Media:ClinicalCareMachineLearningBDSI.pptx|Precision Health slides]] - Kheterpal
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=393e57a1-b764-49c0-9a77-aa7e00f21944 Precision Health - Kheterpal
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=393e57a1-b764-49c0-9a77-aa7e00f21944 Precision Health] - Kheterpal
 +
* No recording available (Data Mining II - Gryak)
  
 
==== Day 13: Visualization II and Intro to Bayes I, July 3====
 
==== Day 13: Visualization II and Intro to Bayes I, July 3====
Line 175: Line 197:
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=91c1bb99-5542-4086-8389-aa7f00f2dab8 Introduction to Bayes] - Wen
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=91c1bb99-5542-4086-8389-aa7f00f2dab8 Introduction to Bayes] - Wen
 +
* No recording available (Visualization II - Kay)
  
 
==== Day 14: July 4 - NO CLASS ====
 
==== Day 14: July 4 - NO CLASS ====
Line 181: Line 204:
 
*[[Media:Bayes2.pdf|Intro to Bayes II slides]] - Wen
 
*[[Media:Bayes2.pdf|Intro to Bayes II slides]] - Wen
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=279b3f8e-deed-4086-bfab-aa81010fb121 Journey lecture] - Snidgdha
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=279b3f8e-deed-4086-bfab-aa81010fb121 Journey lecture] - Panigrahi
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ded3c71e-7fd3-4b76-a3a5-aa8100d649e9 Introduction to Bayes II] - Wen
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ded3c71e-7fd3-4b76-a3a5-aa8100d649e9 Introduction to Bayes II] - Wen
 +
* No recording available (Journey Lectures: Taylor)
 +
* No recording available (State of the Institute: Mukherjee)
  
 
=== <u>Week 4</u> ===
 
=== <u>Week 4</u> ===
Line 194: Line 219:
 
*[[Media:BDSI_Lecture_Slides.pdf|Bayes Computation I and II slides]] - Chen
 
*[[Media:BDSI_Lecture_Slides.pdf|Bayes Computation I and II slides]] - Chen
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*No recordings available (Computation I & II - Chen)
  
 
==== Day 18: Reading Like a Scientific Writer and Social Network, July 10 ====
 
==== Day 18: Reading Like a Scientific Writer and Social Network, July 10 ====
 
*[[Media:Griffiths-BDSI-Reading like a Scientific Writer-2019.pptx|Reading Like a Scientific Writer slides]] - Griffiths
 
*[[Media:Griffiths-BDSI-Reading like a Scientific Writer-2019.pptx|Reading Like a Scientific Writer slides]] - Griffiths
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
* No recording available (Reading like a scientific writer - Griffiths)
 +
* No recording available (Social Network - Adar)
 +
* No recording available (Journey Lecture-Bowman)
  
 
==== Day 19: Stroke Disparities and Human-Centered Computing: Using Speech to Understand Behavior, July 11 ====
 
==== Day 19: Stroke Disparities and Human-Centered Computing: Using Speech to Understand Behavior, July 11 ====
Line 206: Line 233:
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=96a45868-6793-4579-be17-aa8700d6d01f Stroke disparities] - Lisabeth
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=96a45868-6793-4579-be17-aa8700d6d01f Stroke disparities] - Lisabeth
 +
* No recording available (Human-Centered Computing: Using Speech to Understand Behavior - Provost)
  
 
==== Day 20: Spatial Epidemiology, July 12 ====
 
==== Day 20: Spatial Epidemiology, July 12 ====
Line 211: Line 239:
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0f0408ed-8286-4412-8cfc-aa88010ed154 Journey Lecture] - Spino
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0f0408ed-8286-4412-8cfc-aa88010ed154 Journey Lecture] - Spino
 +
* No recording available (Spatial Epidemiology - Zelner)
 +
* No recording available (State of the Institute - Mukherjee)
  
 
=== <u>Week 5</u> ===
 
=== <u>Week 5</u> ===
Line 216: Line 246:
 
*
 
*
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*No recording available (Natural Language Processing I & II - Singh)
  
 
==== Day 22: Optimization I and II, July 16 ====
 
==== Day 22: Optimization I and II, July 16 ====
 
*[[Media:bdsi_optimization_2019.pdf|Optimization slides]] - Kang
 
*[[Media:bdsi_optimization_2019.pdf|Optimization slides]] - Kang
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
* No recording available (Optimization I & II - Kang)
  
 
==== Day 23: Writing from Point A to Point B and Bayesian Data Integration and Precision Medicine, July 17 ====
 
==== Day 23: Writing from Point A to Point B and Bayesian Data Integration and Precision Medicine, July 17 ====
Line 228: Line 258:
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=06dc5e25-839e-4ce9-98ab-aa8d00f14531 Data Integration & Precision Medicine] - Baladandayuthapani
 
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=06dc5e25-839e-4ce9-98ab-aa8d00f14531 Data Integration & Precision Medicine] - Baladandayuthapani
 +
* No recording available (Writing from Point A to Point D: Simple Strategies for Conveying Complex Ideas - Griffiths)
  
 
==== Day 24: Radiation Oncology and Imaging Analysis and Optimization in Health, July 18 ====
 
==== Day 24: Radiation Oncology and Imaging Analysis and Optimization in Health, July 18 ====
Line 242: Line 273:
 
*
 
*
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
* No recording available ( Better, Not Just Bigger Data Analytics: Confessions of a Clinical Researcher - Nallamothu)
 +
* No recording available (Journey Lecture - Orozco del Pino)
 +
* No recording available (Journey Lecture - Beesley)
 +
* No recording available (State of the Institute - Zoellner)
  
 
=== <u>Week 6</u> ===
 
=== <u>Week 6</u> ===
Line 255: Line 289:
 
*[[Media:WORD TRICKS AND TIPS.pdf|Word Tricks handout]]
 
*[[Media:WORD TRICKS AND TIPS.pdf|Word Tricks handout]]
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=7a959293-7303-4636-a1ad-aa9500e2a612 CVs & Resumes] - Forbes
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3fecb1a7-af27-4b87-8e6e-aa9500e2afcf Preparing for Grad School] - Kidwell
  
 
==== Day 27: Pick Me!, July 23 ====
 
==== Day 27: Pick Me!, July 23 ====
 
*
 
*
 
=====Recorded Lectures=====
 
=====Recorded Lectures=====
*
+
* No recording available (TBD - Grifftihs)
  
 
== Day 29: Symposium ==
 
== Day 29: Symposium ==
Line 266: Line 301:
 
*
 
*
 
'''2019 Student Poster Presentations'''
 
'''2019 Student Poster Presentations'''
*
+
*[https://umich.app.box.com/s/xwc8ecl2l3gahlpdhobkm0zbx4dvu3qa/file/496616682213 Data Mining Presentation]
 +
*[https://umich.app.box.com/s/xwc8ecl2l3gahlpdhobkm0zbx4dvu3qa/file/496590467731 Machine Learning Presentation]
 +
*[https://umich.app.box.com/s/xwc8ecl2l3gahlpdhobkm0zbx4dvu3qa/file/496560211380 Genomics Presentation]
 
'''2018 Student Poster Presentations'''
 
'''2018 Student Poster Presentations'''
 
*[https://drive.google.com/file/d/1TGNqkCAV9eBJ_-zHbiU-yo3N4Aowm_HB/view?usp=sharing Imaging Group Presentation]
 
*[https://drive.google.com/file/d/1TGNqkCAV9eBJ_-zHbiU-yo3N4Aowm_HB/view?usp=sharing Imaging Group Presentation]

Latest revision as of 12:13, 6 June 2021

Welcome to the U-M Big Data Summer Institute 2019 Wiki!

Contents

Reading Material

Machine Learning Group

Research Lecture Slides

Readings

Genomics Group

Lectures
Intro Exercises
Papers
Population Genetics
Single Cell RNA
Transcriptomics

Online videos to better understand genetics and genomics

Genetics
Useful 3D Animations
Gene Regulation and Epigenetics
Sequencing Technologies

Data Mining on Large Complex Datasets

Papers

2019 Presentations

Week 1

Day 1: RCRS Training, June 17

Recorded Lectures

Day 2: Reproducible Research, Study Design and Inference, and Linear Regression, June 18

Recorded Lectures

Day 3: Logistic Regression, Observational Data and Bias, and Probability, June 19

Recorded Lectures

Day 4: Causal inference, Parameter Estimation/Likelihood, and Linear Algebra, June 20

Recorded Lectures

Day 5: Data Wrangling in R with dplyr, Parts I and II, June 21

Recorded Lectures

Week 2

Day 6: Visualization Data in R with ggplot2 - Part I & II and Generalized Linear Models, June 24

Recorded Lectures

Day 7: Machine Learning I & Model Selection, June 25

Recorded Lectures

Day 8: Machine Learning II & Unsupervised Learning/Clustering I, June 26

Recorded Lectures
  • Correlated data models - Hartman
  • No recording available (Machine Learning II - Wiens)
  • No recording available (Unsupervised Learning, Clustering I - Koutra)

Day 9: Unsupervised Learning/Clustering II and Model Selection II, June 27

Recorded Lectures

Day 10: Python Workshop I and II, June 28

Recorded Lectures

Week 3

Day 11: Data Mining I and Visualization I, July 1

Recorded Lectures

Day 12: Data Mining II and Precision Health, July 2

Recorded Lectures

Day 13: Visualization II and Intro to Bayes I, July 3

Recorded Lectures

Day 14: July 4 - NO CLASS

Day 15: Intro to Bayes II, July 5

Recorded Lectures

Week 4

Day 16: From Genomics to Prevention of Cardiovascular Diseases and R Markdown, July 8

Recorded Lectures

Day 17: Bayes Computation I and II, July 9

Recorded Lectures
  • No recordings available (Computation I & II - Chen)

Day 18: Reading Like a Scientific Writer and Social Network, July 10

Recorded Lectures
  • No recording available (Reading like a scientific writer - Griffiths)
  • No recording available (Social Network - Adar)
  • No recording available (Journey Lecture-Bowman)

Day 19: Stroke Disparities and Human-Centered Computing: Using Speech to Understand Behavior, July 11

Recorded Lectures
  • Stroke disparities - Lisabeth
  • No recording available (Human-Centered Computing: Using Speech to Understand Behavior - Provost)

Day 20: Spatial Epidemiology, July 12

Recorded Lectures
  • Journey Lecture - Spino
  • No recording available (Spatial Epidemiology - Zelner)
  • No recording available (State of the Institute - Mukherjee)

Week 5

Day 21: Natural Language Processing I and II, July 15

Recorded Lectures
  • No recording available (Natural Language Processing I & II - Singh)

Day 22: Optimization I and II, July 16

Recorded Lectures
  • No recording available (Optimization I & II - Kang)

Day 23: Writing from Point A to Point B and Bayesian Data Integration and Precision Medicine, July 17

Recorded Lectures

Day 24: Radiation Oncology and Imaging Analysis and Optimization in Health, July 18

Recorded Lectures

Day 25: Confessions of a Clinical Researcher, July 19

Recorded Lectures
  • No recording available ( Better, Not Just Bigger Data Analytics: Confessions of a Clinical Researcher - Nallamothu)
  • No recording available (Journey Lecture - Orozco del Pino)
  • No recording available (Journey Lecture - Beesley)
  • No recording available (State of the Institute - Zoellner)

Week 6

Day 26: Preparing for Graduate School and CVs and Resumes, July 22

Recorded Lectures

Day 27: Pick Me!, July 23

Recorded Lectures
  • No recording available (TBD - Grifftihs)

Day 29: Symposium

2019 Professor Lectures Presentations

2019 Student Poster Presentations

2018 Student Poster Presentations

2017 Student Poster Presentations

2017 Symposium Reference Files
2017 Symposium Projects

Additional Resources