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Revision as of 09:34, 16 September 2019 by Tara Smith (talk | contribs) (Day 20: July 12)
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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: June 17

Day 2: June 18

Recorded Lectures

Day 3: June 19

Recorded Lectures

Day 4: June 20

Recorded Lectures

Day 5: June 21

Recorded Lectures

Week 2

Day 6: Visualization Data in R with ggplot2 - Part I & II, 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

Day 9: June 27

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

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

Recorded Lectures

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

Day 21: July 13

Recorded Lectures

Week 5

Day 22: July 16

Recorded Lectures

Day 23: July 17

Recorded Lectures

Day 24: July 18

Recorded Lectures

Day 25: July 19

Recorded Lectures

Day 26: July 20

Recorded Lectures

Day 27: July 20

Recorded Lectures

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