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.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(300)

Token Economy and AI Agents: The Final Hurdles in Enterprise Deployment

Token Economy and AI Agents: The Final Hurdles in Enterprise Deployment

In this episode, Frank La Vigne sits down with his Red Hat colleague Christopher Newland for a deep dive into the evolving challenges and opportunities at the intersection of AI, open source, and ente...

15 Mai 42min

The Neuroresilient Leader: Staying Human in the Age of Artificial Intelligence

The Neuroresilient Leader: Staying Human in the Age of Artificial Intelligence

In this episode, hosts Frank La Vigne and Candace Gillhoolley sit down with Angus Nelson—author, podcaster, and expert on leadership and human potential in the age of AI. Together, they dive deep into...

4 Mai 56min

Governance, Architecture, and the Evolving Role of Data Engineers in the AI Age

Governance, Architecture, and the Evolving Role of Data Engineers in the AI Age

In this week’s show, Frank La Vigne sits down with data and analytics engineer Wasim Rana for a deep dive into the realities of building, managing, and securing data infrastructure in modern businesse...

27 Apr 49min

Alternative Data and Its Impact on Modern Investing

Alternative Data and Its Impact on Modern Investing

Today, we journey into the fast-evolving world of prediction markets, KPI trading, and the new frontiers of retail finance. Joining us is Candace, alongside our guest from Benzinga, a fintech innovato...

21 Apr 51min

Andy Boettcher on Why This is the Age of the Chaotic Brain

Andy Boettcher on Why This is the Age of the Chaotic Brain

this episode, Frank sits down with Andy Boettcher, the Chief Innovation Officer at DoubleTrack, for a candid conversation about embracing the power (and chaos!) of modern AI tools.Together, they dive ...

8 Apr 52min

Synthetic Populations and the Future of Decision Intelligence

Synthetic Populations and the Future of Decision Intelligence

In this episode of Data Driven, Frank and Andy dive into the future of market intelligence with Dr. Jill Axline, co-founder and CEO of Mavera—a company building synthetic populations that simulate rea...

29 Jan 50min

Microsoft Fabric Unpacked: AI, Data Sovereignty, and a Bit of Clippy Nostalgia

Microsoft Fabric Unpacked: AI, Data Sovereignty, and a Bit of Clippy Nostalgia

In today’s show, BAILeY, your semi-sentient hostess with the mostest metadata, teams up with Frank La Vigne to welcome the ever-insightful Andrew Brust for a deep dive into the evolving Microsoft data...

12 Jan 54min

Celebrating 400 Episodes – How AI Turbocharges Coding, Podcasting, and Creativity

Celebrating 400 Episodes – How AI Turbocharges Coding, Podcasting, and Creativity

Welcome to a milestone episode of Data Driven! In episode 400, hosts BAILeY, Frank La Vigne, and Andy Leonard gather to reflect on nearly a decade at the forefront of podcasting about data, AI, and th...

8 Jan 1h

Populært innen Vitenskap

fastlegen
tingenes-tilstand
jss
dekodet-2
rekommandert
forskningno
sinnsyn
villmarksliv
liberal-halvtime
rss-paradigmepodden
rss-nysgjerrige-norge
rss-zahid-ali-hjelper-deg
tidlose-historier
rss-inn-til-kjernen-med-sunniva-rose
kvinnehelsepodden
rss-rekommandert
nordnorsk-historie
fjellsportpodden
rss-lundqvist-podden
vett-og-vitenskap-med-gaute-einevoll