Episode 3: Version control for Data Science

Data Science In Production

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State Secrets: Inside The Making Of The Electric State

1
The Secret To Getting Inspired: Millie Bobby Brown & Chris Pratt Go Behind The Scenes 21:04

לפני 6 weeks21:04

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21:04

Step into the mysterious and visually stunning world of The Electric State as host Francesca Amiker takes you behind the scenes with the creative masterminds who brought Simon Stålenhag’s dystopian vision to life. In this premiere episode, directors Joe and Anthony Russo, stars Millie Bobby Brown and Chris Pratt, writers Christopher Markus and Stephen McFeely, and producers Angela Russo-Otstot and Chris Castaldi reveal how they transformed a haunting graphic novel into an epic cinematic experience. Watch The Electric State coming to Netflix on March 14th. Check out more from Netflix Podcasts . State Secrets: Inside the Making of The Electric State is produced by Netflix and Treefort Media.…

לפני 6 שנים 41:46

MP3•בית הפרקים

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.

6 פרקים

#Tech #Podcasting #Data Science In Production #Machinelearning #Datascience #Deeplearning #Python #Advanced Analytics #Productivity

Episode 3: Version control for Data Science

Data Science In Production

published לפני 6 שנים

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MP3•בית הפרקים

6 פרקים

#Tech #Podcasting #Data Science In Production #Machinelearning #Datascience #Deeplearning #Python #Advanced Analytics #Productivity

כל הפרקים

Data Science In Production

1
Episode 6: The Global AI Bootcamp with Henk Boelman 26:29

לפני 6 years26:29

26:29

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.…

Data Science In Production

1
Episode 5: Data Lakes for Data Science 44:24

לפני 6 years44:24

44:24

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.…

Data Science In Production

1
Episode 4: MLFlow with Matei Zaharia 31:48

לפני 6 years31:48

31:48

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.

Data Science In Production

1
Episode 3: Version control for Data Science 41:46

לפני 6 years41:46

41:46

Data Science In Production

1
Episode 2: Deploying Deep Learning models with TimTem 1:03:35

לפני 6 years1:03:35

1:03:35

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.…

Data Science In Production

1
Episode 1: Setting the scene 19:52

לפני 6 years19:52

19:52

This episode of Data Science in Production, focuses on the problems in Data Science and the rise of the Machine Learning Engineer.

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Episode 3: Version control for Data Science

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Episode 3: Version control for Data Science