Data Science In Production
Data Science In Production
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Top 10 Data Science In Production Episodes
Goodpods has curated a list of the 10 best Data Science In Production episodes, ranked by the number of listens and likes each episode have garnered from our listeners. If you are listening to Data Science In Production for the first time, there's no better place to start than with one of these standout episodes. If you are a fan of the show, vote for your favorite Data Science In Production episode by adding your comments to the episode page.
Episode 1: Setting the scene
Data Science In Production
12/12/18 • 19 min
This episode of Data Science in Production, focuses on the problems in Data Science and the rise of the Machine Learning Engineer.
Episode 5: Data Lakes for Data Science
Data Science In Production
03/27/19 • 44 min
In this episode we explore what is a data lake, and how to build a lake which enables data science teams to deliver models faster. We need somewhere we can store and access data which is indexed, searchable and always available. A good data lake will do this and more. Listen to find out how you can build a data lake to accelerate your teams machine learning.
Episode 3: Version control for Data Science
Data Science In Production
12/20/18 • 41 min
In this episode I talk about why you should have all your data science projects in version control / source control. I discuss why it is important, how to get started, the gotchas and how to version control data science projects.
Episode 2: Deploying Deep Learning models with TimTem
Data Science In Production
12/17/18 • 63 min
In this episode, I am joined by #TimTem AKA Dr Tim Scarfe and Dr Tempest van Schaik. Tempest and Tim are Machine Learning Engineers for Microsoft. This podcasts focuses on a project they delivered for Confused.com.
We discuss deploying Deep learning models in to production, NeurlIPS conference, model management, Devops and much more.
Episode 6: The Global AI Bootcamp with Henk Boelman
Data Science In Production
07/09/19 • 26 min
This Episode is recorded at the Intelligent Cloud Conference in Copenhagen. It features an interview with Henk Boelman Microsoft AI MVP and Cloud AI Architect for Heroes in the Netherlands.
We discuss a lot of really interesting subjects. Kicking off with Henk's session at Intelligent Cloud - Where he is using DevOps to accelerate models in to production. Then the amazing initiatives that Henk leads including the Global AI Bootcamp and the Global AI Night. We finish by discussing the charity that Henk and his wife set up which is looking to use AI to better identify and help children who have been injured Uganda.
Episode 4: MLFlow with Matei Zaharia
Data Science In Production
03/07/19 • 31 min
I caught up with the creator of Apache Spark and Databricks founder Matei Zaharia at this year's Big Data London. We discussed the release of MLFlow, Databricks and project Dawn.
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FAQ
How many episodes does Data Science In Production have?
Data Science In Production currently has 6 episodes available.
What topics does Data Science In Production cover?
The podcast is about How To, Podcasts, Technology, Education and Python.
What is the most popular episode on Data Science In Production?
The episode title 'Episode 6: The Global AI Bootcamp with Henk Boelman' is the most popular.
What is the average episode length on Data Science In Production?
The average episode length on Data Science In Production is 38 minutes.
How often are episodes of Data Science In Production released?
Episodes of Data Science In Production are typically released every 19 days, 23 hours.
When was the first episode of Data Science In Production?
The first episode of Data Science In Production was released on Dec 12, 2018.
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