Multi-language Content Discovery Through Entity Driven Search
Data-Driven Discovery · Science Environment Bay Area Data-Driven Discovery ... View notebooks in...
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Data-Driven Discovery @ Carly Strasser, PhD ALPSP 15 September 2017
Transcript of Data-Driven Discovery · Science Environment Bay Area Data-Driven Discovery ... View notebooks in...
Data-Driven Discovery@
Carly Strasser, PhD ALPSP15 September 2017
Patient Care Environment Bay AreaScience
Patient Care
Marine Microbes
EnvironmentScience Bay Area
Data-Driven Discovery
EPiQS TMT …
Computational X
Data IntensiveData-Driven
Data Deluge
Big Data
Data Science
From Flickr by deltaMike
Carly Strasser
From Flickr by melocactus
From Flickr by solarnu
From Wikimedia
From Wikimedia
More, bigger data…
…means more computation, stats, and programming
The need for data science is ubiquitous
The need for data science is ubiquitous
Computational skills
Math & Stats skills
Domain expertise
Computational skills
Math & Stats skills
Domain expertise
!
Academia makes it hard for researchers to engage
Academia makes it hard for researchers to engage
Career tracksCredit & incentives
TrainingBarriers to interdisciplinary work
Career tracksCredit & incentives
TrainingBarriers to interdisciplinary work
Academia makes it hard for researchers to engage
Data-Driven Discovery @ Moore
$60M
6 Years
Data-Driven Discovery @ Moore
Institutions50%$30M3 grantees
People35%
$21M14 grantees
Practices15%$9M7 grantees
$60M
6 Years
Institutions50%$30M3 grantees
How can we change the way institutions think about data-driven research(ers)?
How can we change the way institutions think about data-driven research(ers)?
Careers
Space
Tools
Training
Open Science
Data Science Studies
Themes
People35%
$21M14 grantees
Computational skills
Math & Stats skills
Domain expertise
!
Metagenomics
StatisticsMathematics
Computer scienceGene expressionAstrophysics
Imaging EcologyEvolution
Gene expression
Computer science
EnvironmentalCS visualization
Astrophysics
DDD Investigators
$1.5M per investigator for 5 years
Practices15%$9M7 grantees
Promote tools and techniquesfor data driven research
Promote tools and techniquesfor data driven research
Interactive lab notebook for sharing workflows
Code cell
Results of running code cell
Narrative/ instructions
Code
Narrative
Info on dependencies
Code
Narrative
Info on dependencies
Code
Narrative
Info on dependencies
Code
Narrative
Info on dependencies
● View notebooks in browser● Interactive● All dependencies captured● Reproducibility!
beta.mybinder.org
Oran Viriyincy CC-BY
We are part of the scientific infrastructure
Oran Viriyincy CC-BY
We are part of the scientific infrastructure
Our decisions affect the quality of the science
research process
Oran Viriyincy CC-BY
Requirements✓ Meetings✓ Budgets✓ Progress✓ Annual reports
The foundation’s general policy is that Data and Intellectual Property must be managed and disseminated in a manner that leads to the greatest impact. Accordingly, in most cases, Data and Intellectual Property should be owned by the grantee and made available at no cost or, when justified, at a reasonable cost.
