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JHU Data Science MOOCs - Behind the Scenes
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- 17. 7/1/2012 (3:45PM) “Hopkins hasa deal w/ Coursera" 7/1/2012 (5:00PM) Roger has bad timing 7/2/2012 Roger + Jeff sign on 7/5/2012 We make advertising videos 7/17/2012 Official JHU + Coursera announcement
- 19. Wouldn’t it beamazing if we got 2,000 people to learn statistics! “ ”-Jeff Leek 7/17/12
- 20. date: 7/19/12 from: jtleek@gmail.com Rogerlet me know you gave him a ballpark figure for the number of students registered for his course "Computing for Data Analysis”. Could you give me an idea of how many have registered for my course "Data Analysis?”
- 21. date: 7/19/12 from: pangwei@coursera.org HiJeff, 7,000 students! It's pretty awesome. (You'll be able to check this out yourself next week, once the class sites are up.)
- 22. date: 7/19/12 from: rdpeng@gmail.com Youare f**ed. -roger
- 23. 7/2012 Official JHU +Coursera announcement 9/2012 Brian/Roger run classes 1/2013 Jeff runs “data analysis”
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- 27. A MOOC is Peergrading
- 28. Formatting 1. Does theanalysis have an introduction, analysis, and conclusions? (wt = 10) 2. Does the analysis include references for the statistical methods used? (wt = 2) …. The Question 1. Is the type of question specified (exploratory, inferential, predictive, causal)? (wt = 10) 2. Does the analysis answer the scientific question? (wt = 10) 3. Does the analysis report a measure of uncertainty about the answer? (wt = 10) …. …
- 29. Leek & Peng2015 PNAS
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- 31. Fisher et al.2014 PeerJ n=2,048
- 32. Fisher et al.2014 PeerJ
- 33. Fisher et al.2014 PeerJ
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- 38. Mathematical Biostatistics Bootcamp Computing for Data Analysis DataAnalysis ~15K enrolled ~50K enrolled ~100K enrolled Understanding scale
- 39. 6503 Data analysis completers 6761* M.S. in Statistics *http://community.amstat.org/blogs/steve-pierson/2014/02/09/largest-graduate-programs-in-statistics Understanding scale
- 40. Understanding cost Laptop iPhone w/tripodmount Tripod Microphone (a good one) Camtasia (screen recording) Final Cut Pro X (video editing) Total Cost: $2,877
- 41. 7/2012 Official JHU +Coursera announcement 9/2012 Brian/Roger run classes 1/2013 Jeff runs “data analysis” 11/2013 Daphne Koller visits
- 42. 7/2012 Official JHU +Coursera announcement 9/2012 Brian/Roger run classes 1/2013 Jeff runs “data analysis” 11/2013 Daphne Koller visits We claim to have data science sequence
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- 44. Failure is notan option
- 45. 1/2013 Jeff runs “dataanalysis” 11/2013 Daphne Koller visits We claim to have data science sequence 12/2013 We start making DSS 2/2014 We start testing DSS 4/2014 We launch!
- 46. 9 classes 1 monthlong Every month
- 47. Less standard content Standardcontent Github Data cleaning Interactive graphics Presentations Capstone Probability Inference Regression and GLMs EDA
- 50. Moore Data ScienceEnvironments 0/3 directors, 1/25 speakers statisticians NAS Big Data Workshop 2/13 speakers statisticians NIH BD2K Proposal Workshop 0/18 participants Big Data Rollout from White House 0/4 thought leaders in statistics
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- 52. Should we teach theLasso? “ ”
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- 55. Less standard content Standardcontent Github Data cleaning Interactive graphics Presentations Capstone Probability Inference Regression and GLMs EDA
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- 63. Want to doa capstone? “ ”
- 64. Ok guy Ijust met“ ”
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- 70. This is nota degree! Portfolio based Open content Johns Hopkins backing Alumni “social network”
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- 75. Total Time Running:13 months Avg. Monthly Enrollment: 170,837 Avg. Monthly SigTrack: 12,486 (7.3%) Overall Completion Rate: 10% SigTrack Completion Rate: 85% First Capstone Enrollment: 663
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- 77. Revenue for 2014(Q2—Q4): $1.75M Revenue to Biostatistics: $1.24M Resources req’d to date: 0.5 staff Low overhead: No admissions process, no student supervision, no administrative support Student population: Orthogonal?
- 81. Why I thinkwe were successful
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