Alex Gold on DevOps for Data Science and Open Source Practices
Data Driven25 Nov 2024

Alex Gold on DevOps for Data Science and Open Source Practices

Frank La Vigne sits down with Alex Gold, Head of Solutions Engineering at POSIT and author of "DevOps for Data Science."

Together, they explore the fascinating intersections of DevOps, MLOps, and generative AI, shedding light on the importance of social norms, innovation, and practical impact in open-source development.

Show NotesLinks

Moments

02:14 Marylander love their state flag

06:09 PBC prioritizes diverse responsibilities beyond shareholder value.

08:17 Chose Python for its versatility across fields.

12:15 Choose the right language for each pipeline stage.

16:14 Deploying software for enterprise use requires oversight.

19:26 Most data scientists rarely focus on machine learning.

23:18 Machine learning misunderstood; majority use simple models.

26:46 Generative AI in big companies, production challenges.

28:30 DevOps for data science needs unique practices.

31:28 Focus on quick wins for business value.

34:05 Focus on relationships; people problems require empathy.

37:17 Technical people focus on solving technical problems.

42:53 Companies exploring gen AI strategies, co-pilot model prioritized.

45:01 Exploring gen AI for effective customer data use.

49:32 Progress continues despite leveling off in horsepower.

52:40 AI needs deeper integration for life-changing impact.

55:39 Upload content; create NPR-style podcast summary.

58:38 Thanks for tuning in! Stay data driven.

Episoder(300)

The Fast-Moving Train of AI - Sovereignty, Acceleration, & Lessons from History

The Fast-Moving Train of AI - Sovereignty, Acceleration, & Lessons from History

On this episode of Data Driven, hosts Frank La Vigne and Leonard celebrate a major milestone: the 30th anniversary of Franksworld.com, one of the OGs of tech blogging that’s survived multiple browser ...

13 Okt 20251h 15min

Compute, Carbon, and Cashflow Silicon Data’s Big Bet on GPU Markets

Compute, Carbon, and Cashflow Silicon Data’s Big Bet on GPU Markets

Welcome to another episode of Data Driven, where we dive deep into how data and AI are shaping—sometimes shaking—the modern world. In this episode, hosts Frank La Vigne, Andy Leonard, and Carmen Li si...

1 Okt 202550min

Why Simulating Reality Is the Key to Advancing Artificial Intelligence

Why Simulating Reality Is the Key to Advancing Artificial Intelligence

In this episode, we're joined once again by Christopher Nuland, technical marketing manager at Red Hat, whose globe-trotting schedule rivals the complexity of a Kubernetes deployment. Christopher sits...

25 Sep 202553min

Dr Ido Zamberg on The Role of AI in Modern Healthcare Delivery From Databases to Defibrillators

Dr Ido Zamberg on The Role of AI in Modern Healthcare Delivery From Databases to Defibrillators

Welcome to another episode of Data Driven! Today, hosts Frank La Vigne and Andy Leonard, are joined by Dr. Ido Zamberg—a rare breed who’s equally comfortable rebooting servers and saving lives. Dr. Za...

25 Aug 202552min

Thanos Diakakis on Surviving the Software Apocalypse – AI, Agile, and Good Engineering

Thanos Diakakis on Surviving the Software Apocalypse – AI, Agile, and Good Engineering

On this episode of Data Driven, we venture into the ever-shifting landscape of software engineering, AI-assisted coding, and the sometimes chaotic future of development teams with special guest Thanos...

20 Aug 202558min

Dr Mike Orkin on Blackjack, Lightning, and Apophenia: The Surprising Psychology of Probability

Dr Mike Orkin on Blackjack, Lightning, and Apophenia: The Surprising Psychology of Probability

On this episode of Data Driven, we’re shuffling up some probability, statistics, and a bit of Las Vegas magic with Dr. Michael Orkin—a renowned statistician, data scientist, and former advisor to casi...

12 Aug 20251h 8min

From Cold War to Code Wars: Unpacking America’s Bold AI Strategy

From Cold War to Code Wars: Unpacking America’s Bold AI Strategy

Welcome to another episode of Data Driven, where we delve deep into the crossroads of data, technology, and the ever-shifting world of geopolitics. In this packed episode, hosts Frank La Vigne and Bai...

30 Jul 20251h 5min

Dr Alan Bekker on Multimodal Avatars, Education, and Authentic Digital Connections

Dr Alan Bekker on Multimodal Avatars, Education, and Authentic Digital Connections

In today’s conversation, hosts BAILeY and Frank La Vigne sit down with Dr. Alan Becker, co-founder and CEO of E Self AI and former co-founder of Voca AI, which was acquired by Snap in 2020. Dr. Becker...

23 Jul 202557min

Populært innen Vitenskap

fastlegen
tingenes-tilstand
jss
rekommandert
forskningno
sinnsyn
tomprat-med-gunnar-tjomlid
rss-nysgjerrige-norge
villmarksliv
rss-paradigmepodden
liberal-halvtime
nevropodden
fjellsportpodden
kvinnehelsepodden
rss-inn-til-kjernen-med-sunniva-rose
diagnose
smart-forklart
psykopoden
tidlose-historier
rss-rekommandert