# <code>Open Toolchain</code>
Canadian Open Data Society Board meeting
2021-08-27
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People, with the right data, tools and resources, can do good things working together.
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**People**, with the right **data**, **tools** and resources, can do good things working **together**.
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## [James Colliander](https://colliand.com)
+ Professor of Mathematics: UBC
+ Cofounder: 2i2c, Callysto, Syzygy, Crowdmark
+ Past Director (2016-2021): PIMS
<br>
<a href="https://twitter.com/colliand"><i class="fa fa-twitter"></i></a> <a href="https://github.com/colliand/"><i class="fa fa-github"></i></a> <a href="https://www.linkedin.com/in/james-colliander-9bb02465"><i class="fa fa-linkedin"></i></a> <a href="https://www.youtube.com/user/JamesColliander"><i class="fa fa-youtube"></i></a> <a href="https://angel.co/colliand"><i class="fa fa-angellist"></i></a> <a href="mailto:colliand@math.ubc.ca"><i class="fa fa-envelope-o"></i></a>
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### Background
+ [Canadians Land on Jupyter](https://medium.com/pims-math/canadians-land-on-jupyter-ef5872720420)
+ [JupyterCon 2018](https://conferences.oreilly.com/jupyter/jup-ny/public/schedule/detail/68396)
+ [National Scale Interactive Computing](https://blog.jupyter.org/national-scale-interactive-computing-2c104455e062)
+ [Moore-Sloan Data Science Environments talk](https://bit.ly/2i2c-sf)
+ [Invitation: Help Found 2i2c!](https://hackmd.io/0LCxZnIKTx2oFLAhfgmBYg)
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### PIMS: Distributed Mathematical Sciences Institute
<iframe src="https://www.google.com/maps/d/u/0/embed?mid=1ksl7MJoVOSke-Z-M4svw7flkEuQ" width="640" height="480"></iframe>
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# Inspirations
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<!-- .slide: data-background="https://ten.blue/uploads/jupiter-spot.jpg" -->
![Jupyter](https://wwejubwfy.s3.amazonaws.com/Project_Jupyter__Home_2020-02-25_15-47-03.png)
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### [Jessica Hamrick's Post](https://developer.rackspace.com/blog/deploying-jupyterhub-for-education/)
![hamrick](https://wwejubwfy.s3.amazonaws.com/Deploying_JupyterHub_for_Education_2020-02-25_07-33-22.png)
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### [Data 8](http://data8.org/) at Berkeley
![data8](https://wwejubwfy.s3.amazonaws.com/data-8.github.io_2020-02-25_07-17-45.png)
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![Pangeo](https://wwejubwfy.s3.amazonaws.com/Pangeo__Pangeo_documentation-2019-10-31-20-11-11.jpg)
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![Crowdmark](https://wwejubwfy.s3.amazonaws.com/Online_Grading_Software_for_Instructors__Crowdmark_2020-02-25_17-17-14.png)
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# Partners
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<!-- .slide: data-background="https://ten.blue/uploads/jupiter-spot.jpg" -->
![Compute Canada](https://wwejubwfy.s3.amazonaws.com/Compute_Canada__Calcul_Canada_2020-02-25_08-06-56.png)
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<!-- .slide: data-background="https://ten.blue/uploads/jupiter-spot.jpg" -->
![Cybera](https://wwejubwfy.s3.amazonaws.com/Home_page_-_Cybera_-_Albertas_not-for-profit_digital_accelerator_2020-02-25_08-08-43.png)
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# Idea: Jupyter for 🇨🇦
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### Development History
```mermaid
gantt
title Timeline
section Syzygy
23 universities, 10 research teams: 2020-02-25, 25d
25,000 users : 2020-01-01, 25d
16,000 users : 2019-08-22, 25d
8,000 users : 2017-08-24, 25d
Syzygy service announcement : 2017-03-15, 25d
PIMS + Compute Canada Agreement : 2016-06-02, 25d
Compute Canada Discussions : 2015-12-03, 2016-06-01
Jessica Hamrick's Post : 2015-03-24, 25d
JupyterHub for 🇨🇦 idea : 2015-02-01, 90d
section Callysto
CanCode 2.0 🇨🇦 $1.5M : 2019-10-15, 25d
Callysto content creation : 2018-05-01, 2018-08-31
CanCode 1.0 🇨🇦 $1.5M : 2018-01-30, 25d
Callysto Launched: 2017-10-01, 25d
```
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### [Syzygy](https://syzygy.ca/)
<!-- .slide: data-background="https://ten.blue/uploads/jupiter-spot.jpg" -->
<iframe src="https://www.google.com/maps/d/embed?mid=1nzSAGLSn8eWdfQ6K7zTw-31h82I&hl=en" width="640" height="480"></iframe>
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<!-- .slide: data-background="https://ten.blue/uploads/jupiter-spot.jpg" -->
![syzygy](https://wwejubwfy.s3.amazonaws.com/Grafana_-_Syzygy_Global_2020-02-25_16-56-46.png)
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<!-- .slide: data-background="https://ten.blue/uploads/jupiter-spot.jpg" -->
![Callysto](https://wwejubwfy.s3.amazonaws.com/Callysto_Canada__Building_tomorrows_digital_leaders.-2019-10-31-20-13-39.jpg)
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### Examples
* [Pangeo](https://pangeo.io/)
* [Callysto](https://callysto.ca/)
* [QuantEcon](https://quantecon.org/)
* [bcdata](http://workshop.bcdata.ca/2018/)
* [Data Science for Albertans](http://www.cybera.ca/services/data-science/data-science-albertans/)
* [UBC Scientific Software Seminar](https://github.com/ubcs3/)
* [iReceptor](http://ireceptor.irmacs.sfu.ca/)
* [2018 Calgary PIMS Datathon](https://imstatsbee.github.io/calgaryr/datathon.html)
* [Phytoplankton Photophysiology Workshop](https://gitlab.com/tjryankeogh/phytophotoutils)
* Many, many, many, many more examples....
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### Lessons Learned
* Research and education transforming
* Demand can be met with cloud strategy
* Scaling programs like Data 8 requires infrastructure
::::info
#### Sustainable business model?
::::
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<!-- .slide: data-background="https://ten.blue/uploads/jupiter-spot.jpg" -->
# <code>2i2c</code>
[International Interactive Computing Collaboration](https://2i2c.org/)
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