Programming Throwdown educates Computer Scientists and Software Engineers on a cavalcade of programming and tech topics. Every show will cover a new programming language, so listeners will be able to speak intelligently about any programming language.
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Content provided by Bret Fisher. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Bret Fisher or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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MLOps for DevOps People
Manage episode 438453184 series 2483573
Content provided by Bret Fisher. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Bret Fisher or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Bret and Nirmal are joined by Maria Vechtomova, a MLOps Tech Lead and co-founder of Marvelous MLOps, to discuss the obvious and not-so obvious differences between a MLOps Engineer and traditional DevOps jobs.
Maria is here to discuss how DevOps engineers can adopt and operate machine learning workloads, also known as MLOps. With her expertise, we'll explore the challenges and best practices for implementing ML in a DevOps environment, including some hot takes on using Kubernetes.
Be sure to check out the live recording of the complete show from June 20, 2024 on YouTube (Stream 271).
★Topics★
Marvelous MLOps on LinkedIn
Marvelous MLOps Substack
Marvelous MLOps YouTube Channel
Creators & Guests
- Cristi Cotovan - Editor
- Beth Fisher - Producer
- Bret Fisher - Host
- Maria Vechtomova - Guest
- Nirmal Mehta - Host
- (00:00) - Intro
- (02:04) - Maria's Content
- (03:22) - Tools and Technologies in MLOps
- (09:21) - DevOps vs MLOps: Key Differences
- (19:22) - Transitioning from DevOps to MLOps
- (22:52) - Model Accuracy vs Computational Efficiency
- (24:46) - MLOps with Sensitive Data
- (29:10) - MLOps Roadmap and Getting Started
- (32:36) - Tools and Platforms for MLOps
- (37:14) - Adapting MLOps Practices to Future Trends
- (44:08) - Is Golang an Option for CI/CD Automation?
You can also support my free material by subscribing to my YouTube channel and my weekly newsletter at bret.news!
Grab the best coupons for my Docker and Kubernetes courses.
Join my cloud native DevOps community on Discord.
Grab some merch at Bret's Loot Box
Homepage bretfisher.com
171 episodes
Share
Manage episode 438453184 series 2483573
Content provided by Bret Fisher. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Bret Fisher or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Bret and Nirmal are joined by Maria Vechtomova, a MLOps Tech Lead and co-founder of Marvelous MLOps, to discuss the obvious and not-so obvious differences between a MLOps Engineer and traditional DevOps jobs.
Maria is here to discuss how DevOps engineers can adopt and operate machine learning workloads, also known as MLOps. With her expertise, we'll explore the challenges and best practices for implementing ML in a DevOps environment, including some hot takes on using Kubernetes.
Be sure to check out the live recording of the complete show from June 20, 2024 on YouTube (Stream 271).
★Topics★
Marvelous MLOps on LinkedIn
Marvelous MLOps Substack
Marvelous MLOps YouTube Channel
Creators & Guests
- Cristi Cotovan - Editor
- Beth Fisher - Producer
- Bret Fisher - Host
- Maria Vechtomova - Guest
- Nirmal Mehta - Host
- (00:00) - Intro
- (02:04) - Maria's Content
- (03:22) - Tools and Technologies in MLOps
- (09:21) - DevOps vs MLOps: Key Differences
- (19:22) - Transitioning from DevOps to MLOps
- (22:52) - Model Accuracy vs Computational Efficiency
- (24:46) - MLOps with Sensitive Data
- (29:10) - MLOps Roadmap and Getting Started
- (32:36) - Tools and Platforms for MLOps
- (37:14) - Adapting MLOps Practices to Future Trends
- (44:08) - Is Golang an Option for CI/CD Automation?
You can also support my free material by subscribing to my YouTube channel and my weekly newsletter at bret.news!
Grab the best coupons for my Docker and Kubernetes courses.
Join my cloud native DevOps community on Discord.
Grab some merch at Bret's Loot Box
Homepage bretfisher.com
171 episodes
All episodes
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Similar to DevOps and Docker Talk: Cloud Native Interviews and Tooling
Programming Throwdown educates Computer Scientists and Software Engineers on a cavalcade of programming and tech topics. Every show will cover a new programming language, so listeners will be able to speak intelligently about any programming language.
…
continue reading
1
Defensive Security Podcast - Malware, Hacking, Cyber Security & Infosec
Jerry Bell and Andrew Kalat
Defensive Security is a weekly information security podcast which reviews recent high profile cyber security breaches, data breaches, malware infections and intrusions to identify lessons that we can learn and apply to the organizations we protect.
…
continue reading
Technical interviews about software topics.
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
Risky Business is a weekly information security podcast featuring news and in-depth interviews with industry luminaries. Launched in February 2007, Risky Business is a must-listen digest for information security pros. With a running time of approximately 50-60 minutes, Risky Business is pacy; a security podcast without the waffle.
…
continue reading
Material is a weekly discussion about the Google and Android universe. Your intrepid hosts try to answer the question, “What holds up the digital world?” The answer, so far, is that it’s Google all the way down. Hosted by Andy Ihnatko and Florence Ion.
…
continue reading
Hanselminutes is Fresh Air for Developers. A weekly commute-time podcast that promotes fresh technology and fresh voices. Talk and Tech for Developers, Life-long Learners, and Technologists.
…
continue reading
Stay current on JavaScript, Node, and Front-End development. Learn from experts in programming, careers, and technology every week. Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.
…
continue reading
The day's biggest news dissected by the day's newsmakers. Diverse opinions from across the political spectrum. The show that makes you decide, are you the Left, Right or the Centre?
…
continue reading
Best Business Podcast (Gold), British Podcast Awards 2023 How do you build a fully electric motorcycle with no compromises on performance? How can we truly experience what the virtual world feels like? What does it take to design the first commercially available flying car? And how do you build a lightsaber? These are some of the questions this podcast answers as we share the moments where digital transforms physical, and meet the brilliant minds behind some of the most innovative products a ...
…
continue reading
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