Data Science Education at JHSPH
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Transcript of Data Science Education at JHSPH
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Intro slide
Data Science Education at
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Teaching Blogging Research
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Teaching Blogging Research jhudatascience.org
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Teaching Blogging Research simplystatistics.org
@simplystats
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Teaching Blogging Research jtleek.com
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Teaching hands on data analysis
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“Here is a monograph on GLMMs.”
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Github Data cleaning Machine learning Reproducibility Data Analysis
Special cases Some asymptotics
Some mathematical details
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Your project is to quantify the level of collaborative and methodological work performed by the tenure-track faculty at the following departments: • Johns Hopkins Biostatistics • University of Washington Biostatistics • University of Minnesota Biostatistics • Stanford Statistics • Iowa State Statistics • University of Chicago Statistics
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1st Discussion Point:
To add data analysis you have to subtract something else.
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How we get into MOOCs
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every letter is negotiable, from Wikipedia citing Mathieu Plord
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from: [email protected] Roger let 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?”
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from: [email protected] Hi Jeff, 7,000 students! It's pretty awesome. (You'll be able to check this out yourself next week, once the class sites are up.)
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from: [email protected] You are f**ed. -roger
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A MOOC is Videos
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A MOOC is Quizzes
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A MOOC is Forums
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A MOOC is Peer grading
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6503 Data analysis completers
6761*
M.S. in Statistics
* h.p://community.amstat.org/blogs/steve-‐pierson/2014/02/09/largest-‐graduate-‐programs-‐in-‐staAsAcs
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Data Science Specialization
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9 classes 1 month long Every month
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Less standard content
Standard content
Github Data cleaning Interactive graphics Presentations Capstone
Probability Inference
Regression and GLMs EDA
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The Team
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Cumulative Enrollment
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2nd Discussion Point:
What opportunities are there at “medium scale”?
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JHU DSS Collaborations Instant hands on data science
Lectures Course materials Automated Grading Instructor Dashboards Virtual TAs
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jtleek.com/talks
1. Data analysis è ? in curriculum
2. Opportunities at medium scale