Watch on YouTube
Each episode is livestreamed on YouTube. You can watch us here
Wednesday Nov 24, 2021
Wednesday Nov 24, 2021
Wednesday Nov 24, 2021
This week we talk about linked data, how to get started with it, and how it is currently being used.
Donny's Linked Data GitHub Repo and Course - https://github.com/polyneme/intro-linkeddata-mongo-pythonYouTube PlayList - https://youtube.com/playlist?list=PL9QvE4W_ly6NzUSUIpsGJOtFM-aot5H2q
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Follow the podcast on Twitter: @dsdeployedhttps://twitter.com/dsdeployed
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Donny Winston
I help researchers do data-intensive science together.Twitter: https://twitter.com/donnywinston @donnywinstonEmail: donny@polyneme.xyzWebsite: https://polyneme.xyz/LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben CookI help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencookLinkedIn: https://www.linkedin.com/in/jbencook/Email: ben@sparrow.devWebsite: https://sparrow.dev/
Jillian RoweI help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: jillian@dabbleofdevops.com Website: https://www.dabbleofdevops.comTwitter: www.twitter.com/jillianeroweLinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Wednesday Nov 17, 2021
Wednesday Nov 17, 2021
Wednesday Nov 17, 2021
This week we talk about computer vision annotation platforms in general and Label studio in particular!
Label studio: https://labelstud.io/Webinar Replay on Instnace Segmentation - https://youtu.be/ULeWxgVH4SY
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Follow the podcast on Twitter: @dsdeployedhttps://twitter.com/dsdeployed
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Donny Winston
I help researchers do data-intensive science together.Twitter: https://twitter.com/donnywinston @donnywinstonEmail: donny@polyneme.xyzWebsite: https://polyneme.xyz/LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben CookI help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencookLinkedIn: https://www.linkedin.com/in/jbencook/Email: ben@sparrow.devWebsite: https://sparrow.dev/
Jillian RoweI help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: jillian@dabbleofdevops.com Website: https://www.dabbleofdevops.comTwitter: www.twitter.com/jillianeroweLinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Wednesday Nov 03, 2021
Wednesday Nov 03, 2021
Wednesday Nov 03, 2021
This week we're talking about Python Package management with Poetry along with general data versioning and software stack management tips, tricks, and complaints.
Ben started us off with an article he wrote introducing Poetry - https://sparrow.dev/python-poetry-machine-learning/
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Follow the podcast on Twitter: @dsdeployed
https://twitter.com/dsdeployed
----------------------------------------
Donny Winston
I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: donny@polyneme.xyz
Website: https://polyneme.xyz/
LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben Cook
I help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn: https://www.linkedin.com/in/jbencook/
Email: ben@sparrow.dev
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: jillian@dabbleofdevops.com
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Wednesday Oct 20, 2021
Wednesday Oct 20, 2021
Wednesday Oct 20, 2021
Today we talk about Data Versioning. Why you should do it, what to do about humans in the loop, and how to minimize mistakes.
Tools mentioned:
DVC - https://dvc.org/
Quilt Data Versioning - https://quiltdata.com/
Apache Airflow - https://airflow.apache.org/
Apache Superset - https://superset.apache.org/
OpenProject - https://www.openproject.org/
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Follow the podcast on Twitter: @dsdeployed
https://twitter.com/dsdeployed
----------------------------------------
Donny Winston
I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: donny@polyneme.xyz
Website: https://polyneme.xyz/
LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben Cook
I help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn: https://www.linkedin.com/in/jbencook/
Email: ben@sparrow.dev
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: jillian@dabbleofdevops.com
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Wednesday Sep 29, 2021
Wednesday Sep 29, 2021
Wednesday Sep 29, 2021
This week we discuss Pangeo, how they structured their project from infrastructure to data science, and how that can inform other projects.Read more about Pangeo: https://medium.com/pangeo/pangeo-2-0-2bedf099582d
And see the showcase: https://pangeo.io/pangeo-showcase.html#pangeo-showcase
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Follow the podcast on Twitter: @dsdeployed
https://twitter.com/dsdeployed
----------------------------------------
Donny Winston
I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: donny@polyneme.xyz
Website: https://polyneme.xyz/
LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben Cook
I help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn: https://www.linkedin.com/in/jbencook/
Email: ben@sparrow.dev
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: jillian@dabbleofdevops.com
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Wednesday Sep 22, 2021
Wednesday Sep 22, 2021
Wednesday Sep 22, 2021
We're talking with Greg this week about the peopling around data science. He brings up tons of excellent points.
You can find out more about Greg on Twitter: https://twitter.com/gvwilson
https://github.com/gvwilson/12-design
https://merely-useful.tech/py-rse/
https://www.amazon.com/Fearless-Change-Patterns-Introducing-paperback/dp/0134395255
https://www.amazon.com/dp/B0051HSJBE/ref=dp-kindle-redirect?_encoding=UTF8&btkr=1
https://www.amazon.com/Discussion-Book-Great-People-Talking/dp/1119049717
https://producingoss.com/
https://codebender.org/
----------------------------------------
Follow the podcast on Twitter: @dsdeployed
https://twitter.com/dsdeployed
----------------------------------------
Donny Winston
I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: donny@polyneme.xyz
Website: https://polyneme.xyz/
LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben Cook
I help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn: https://www.linkedin.com/in/jbencook/
Email: ben@sparrow.dev
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: jillian@dabbleofdevops.com
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Tuesday Sep 14, 2021
Tuesday Sep 14, 2021
Tuesday Sep 14, 2021
Co-Host Ben Cooks discusses his work around deploying Machine Learning models, and how you can make sure you are set up for success before you ever start writing code. https://sparrow.dev/source-code-layout-ai-pipelines/ ----------------------------------------
Follow the podcast on Twitter: @dsdeployed
https://twitter.com/dsdeployed
----------------------------------------
Donny Winston
I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: donny@polyneme.xyz
Website: https://polyneme.xyz/
LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben Cook
I help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn: https://www.linkedin.com/in/jbencook/
Email: ben@sparrow.dev
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
BioDeploy: https://github.com/dabble-of-devops-biodeploy
Email: jillian@dabbleofdevops.com
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Wednesday Sep 08, 2021
Wednesday Sep 08, 2021
Wednesday Sep 08, 2021
This week we talk to cohost Jillian Rowe, an independent consultant for Bioinformatics. She is currently developing BioDeploy, a science-first approach to deploy High-Performance Compute Infrastructure on AWS. You can follow along with the development on her blog at https://www.dabbleofdevops.com/blog, or on GitHub at https://github.com/dabble-of-devops-biodeploy.
----------------------------------------
Follow the podcast on Twitter: @dsdeployed
https://twitter.com/dsdeployed
----------------------------------------
Donny Winston
I help researchers do data-intensive science together.
Email: donny@polyneme.xyz
Website: https://polyneme.xyz/
LinkedIn: https://www.linkedin.com/in/donnywinston/
Ben Cook
I help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn: https://www.linkedin.com/in/jbencook/
Email: ben@sparrow.dev
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: jillian@dabbleofdevops.com
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
Wednesday Sep 08, 2021
Wednesday Sep 08, 2021
Wednesday Sep 08, 2021
Donny talks about the Materials Project.
You can find out more here
https://docs.materialsproject.org/methodology/elasticity-prediction/
https://raw.githubusercontent.com/materialsproject/propjockey/master/docs/gateways2016-talk-slides.pdf
Contact the Hosts for Consulting:
Jillian
jillian@dabbleofdevops.com
https://www.dabbleofdevops.com
Twitter: @jillianerowe https://twitter.com/jillianerowe
LinkedIn
Ben Cook
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn
Email: ben@sparrow.dev
Donny Winston
donny@polyneme.xyz
Website
LinkedIn
Website
Each episode is livestreamed on YouTube. You can watch us here
I help researchers do data-intensive science together.
I seek to serve scientific researchers -- in academic, government, or industrial R&D environments. I focus on data sharing and collaboration, helping researchers to benefit from each other's data and to finish data-intensive projects together.
Contact
Email: donny@polyneme.xyz
Website: https://polyneme.xyz/
LinkedIn: https://www.linkedin.com/in/donnywinston/
I help data science teams deploy their algorithms because a machine learning model is only as good as the system that delivers it.
The most effective data scientists are also software engineers. You can’t be an expert in everything, but the better you are at writing code and the better you understand how software tools work, the more you will be able to get your work into production so it can impact real people. That’s why I help data science teams deploy their code.
Contact
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn: https://www.linkedin.com/in/jbencook/
Email: ben@sparrow.dev
Website: https://sparrow.dev/
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Paragraph
Let’s design and implement your elastic computing for Bioinformatics and Genomics on Amazon Web Services, including HPC clusters, highly scalable data visualization applications in R or Python.
Contact
https://www.dabbleofdevops.com
https://twitter.com/jillianerowe
https://www.linkedin.com/in/jillian-rowe-9410437a/