Arrival and check in (details TBD)
Physics Astronomy 5th floor
9 AM : Welcome and introduction (Ariel, Tal, and everyone)
10 AM : Introduction to Data Science (Fernando)
10:45 : Coffee break
11 AM : Data science tools -- tutorials (Data Science Studio):
| Time | Room 1 (TBD) | Room 2 (TBD) | Room 3 (TBD) |
|---|---|---|---|
| 11 AM - noon | Unix shell (Beginners) | Advanced Unix and Make | Docker |
| noon - 1 PM | Lunch | Lunch | Lunch |
| 1 - 2 PM | Git/Github 1 | Python programming 1 | Python tips and tricks |
| 2 - 3 PM | Git/Github 2 | Python programming 2 | IPython tips and tricks |
| 3 - 4 PM | Python programming 1 | Advanced data manipulation (Pandas/xray) | Software testing |
| 4 - 5 PM | Python programming 2 | Parallel computing with Spark | Advanced Unix and Make |
| 5 - 6 PM | Software testing | Data visualization | Cython |
6 PM : Welcome reception (Data Science Studio)
9 - 11: Using Cloud computing for neuroimaging analysis (Cameron)
11 - noon: Open data-sets for neuroimaging hacking (Tal)
noon - 1 Lunch
1 - 3 PM: hack project pitches (Physics astronomy 5th floor)
3 - 6 PM Hacking in the DSS
Afternoon breakout session (4:30 PM): AIBS data-sets (Terri)
9 - 11: Image processing with scikit-image (Ariel; OUGL)
11 - noon: Quantitative and diffusion MRI (Jason; OUGL)
noon - 1 PM: Lunch
1 - 6 PM : Hacking in the DSS
Afternoon breakout session (Time TBD): Advanced time-series analysis (Bing)
9 AM - 10 AM: Model evaluation and model comparison in fMRI (Kendrick)
10 AM - noon: scikit-learn (Jake, Ariel)
noon - 1 PM: Lunch
1 PM - 6 PM: hacking in the DSS
Afternoon breakout sessions (2:30 PM): Using GNU Make for reproducible, parallel neuroimaging workflows (Tara), Nilearn (Chris?)
6 PM: evening Seattle outing (TBD)
9 AM - 10:30 : Towards transparent and reproducible neuroimaging research (Russ?)
10:30 AM - noon : Reproducible research workflows with nipype (Satra, Chris)
noon - 1 PM: lunch
2 PM: Project presentations (Physics/Astronomy tower 5th floor)
5 PM: Summary and feedback
6 PM: Farewell reception (Data Science Studio)
Check out and departure (details TBD)