Data Science Deployed

By @dsdeployed

The podcast for discussions on creating, managing and deploying data science projects in biotech, materials science and computer vision.... more

· Technology

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FAQs about Data Science Deployed:

How many episodes does Data Science Deployed have?

The podcast currently has 9 episodes available.

Data Science Deployed episodes:

November 24, 2021 Episode #9 - Linked Data with Donny Winston
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-python
YouTube PlayList - https://youtube.com/playlist?list=PL9QvE4W_ly6NzUSUIpsGJOtFM-aot5H2q
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Follow the podcast on Twitter: @dsdeployed
https://twitter.com/dsdeployed
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Donny Winston
I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: [email protected]
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: [email protected]
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
57min
November 17, 2021 Episode #8 Computer Vision Annotation with Label Studio
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: @dsdeployed
https://twitter.com/dsdeployed
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Donny Winston
I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: [email protected]
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: [email protected]
Website: https://sparrow.dev/
Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
43min
November 03, 2021 Episode #7 - Python Package Management with Poetry
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

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Donny Winston

I help researchers do data-intensive science together.
Twitter: https://twitter.com/donnywinston @donnywinston
Email: [email protected]
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: [email protected]
Website: https://sparrow.dev/

Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.

Email: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
47min
October 20, 2021 Data Versioning for Data Science
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: [email protected]
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: [email protected]
Website: https://sparrow.dev/

Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.

Email: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
52min
September 29, 2021 Episode#5 - Building Data Science Stacks like Pangeo
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

----------------------------------------

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: [email protected]
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: [email protected]
Website: https://sparrow.dev/

Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.

Email: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
44min
September 22, 2021 Episode #4 with Greg Wilson - Building Better Data Science Communities
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: [email protected]
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: [email protected]
Website: https://sparrow.dev/

Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.

Email: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
1h 7min
September 14, 2021 Data Science Deployed - Episode 3 - Ben Cook
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/

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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: [email protected]
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: [email protected]
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: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
48min
September 08, 2021 Episode 2 - Meet the Hosts - Bioinformatics and BioDeploy with Jillian Rowe
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: [email protected]
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: [email protected]
Website: https://sparrow.dev/

Jillian Rowe
I help biotech startups deploy scalable high performance compute infrastructure on AWS.
Email: [email protected]
Website: https://www.dabbleofdevops.com
Twitter: www.twitter.com/jillianerowe
LinkedIn: https://www.linkedin.com/in/jillian-rowe-9410437a/
...more
49min
September 08, 2021 Episode #1 - Meet the Hosts - Materials Project with Donny Winston
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
[email protected]
https://www.dabbleofdevops.com
Twitter: @jillianerowe https://twitter.com/jillianerowe
LinkedIn

Ben Cook
Twitter: @jbencook https://twitter.com/jbencook
LinkedIn
Email: [email protected]

Donny Winston
[email protected]
Website
LinkedIn
Website
...more
52min

FAQs about Data Science Deployed:

How many episodes does Data Science Deployed have?

The podcast currently has 9 episodes available.