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Ubuntu AI is a community where experts talk about the impact of artificial intelligence, machine learning and data science. There will be technical and business conversations focused on open-source technology and its importance of it in the area. Andreea Munteanu, AI/ML Product Manager, and Maciej Mazur, Principal AI/ML Engineer, are your hosts, walking through a wide range of conversations about machine learning operations, open source tooling, artificial intelligence and more… If you want ...
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Ubuntu AI | S2E7 | GenAI: news, challenges and trends
33:12
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Learn more about our solutions here: https://ubuntu.com/aiBy Canonical
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Ubuntu AI | S2E6 | Kubernetes Orchestration for AI workloads: how to optimise it
38:25
38:25
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A lot of the AI tools are cloud-native applications. Kubernetes is often used, yet professionals from the ML space lack knowledge about how to maximise its potential. From how to optimise the Kubernetes usage to how Kubernetes orchestrator simplifies the life of a data scientist, this episodes goes into the weeds of Kubernetes for AI specific use c…
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Ubuntu AI | S2E5 | All about Ops: DataOps, MLOps, DevOps, AIOps
28:46
28:46
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The emergence of DevOps has changed the way enterprises handle software delivery processes, leading to faster and improved quality. After DevOps has been coined, other practices such as DataOps, MLOps, and AIOps have emerged. In the podcast, Michelle and Andreea, Data PM and AI Product Managers, respectively, will be discussing the significance of …
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Ubuntu AI | S2E4 | AI on public cloud: what should you know?
29:11
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Weka report from 2024 showed that 47% of respondents will use the public cloud as the primary place to develop their machine learning projects. This is a result of a correlation of factors which include the need for compute power, easy scalability, and the ability to utilise existing infrastructure already in place on both hybrid clouds and public …
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Ubuntu AI | S2E3 | GPU utilisation optimisation at KubeconEU 2024
28:01
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Maciej is not only the host of our podcast, but also an experienced keynote speaker. After a joint keynote at KubeconEU 2023 about highly sensitive data, in 2024, Maciej goes to Paris to talk about the GPU utilisation. During our podcast, we cover a lot of aspects of GPU utilisation. From best practices to existing tooling, there are different angl…
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Ubuntu AI | S2E2 | Edge AI at NVIDIA GTC 2024
28:43
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A special episode is out to talk about NVIDIA GTC 2024. Gustavo Sanchez will give a talk about edge AI deployments to accelerate smart city development. It will focus on how cloud native infrastructure and open source tooling enable such a project. Listed to the podcast to learn more about the use cases, challenges and key considerations for such a…
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Season 2 of Ubuntu AI podcast is here! After a start with great guests and great feedback from our listeners, we are ready to kickstart a new series of episodes. We will continue talking about AI and open source, focusing mostly on the machine learning lifecycle, AI on public cloud, AI at the edge and the security angle of the AI projects. This tim…
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In this episode, we delve into the intricate world of AI regulations. As artificial intelligence continues to revolutionize various industries, the need for comprehensive regulations becomes increasingly apparent. Join us as we navigate through the complexities of AI governance, discussing the current state of regulations, the challenges faced by p…
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Ubuntu AI | Ep 11: AI for day-to-day tasks with NextCloud's CEO
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In this episode we're talking with the founder of Nextcloud Frank Karlitschek, whom we met during the Ubuntu Summit 2023 in Riga. We'll dive deeper into the usage of AI in Nextcloud. Learn where, how and why AI solutions are implemented there. Learn more about our solutions here: https://ubuntu.com/ai…
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Secure and automate the deployment, maintenance and upgrades of Spark on Kubernetes. Run your big data clusters across private and public clouds. Learn more about our solutions here: https://ubuntu.com/aiBy Canonical
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Learn more about our solutions here: https://ubuntu.com/aiBy Canonical
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Bertrand Boisseau, Automotive Industry Lead at Canonical joined us to talk more about the industry, its trends and how artificial intelligence is shaping a new car era. AI is being used to optimize the manufacturing processes. It’s being used, especially machine learning in this case for predictive maintenance, basically making sure that, organisat…
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In this episode we're talking about the Data in AI. We have a special guest, together with whom we're discussing how to manage data with AI, how to make collaboration easier, and in general: how to deal with data for the good of the business Learn more about our solutions here: https://ubuntu.com/aiBy Canonical
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This episode is about one of the most trendy topics of 2023: Generative AI. Tune in to learn what is generative AI? How you can benefit from it? And how you can start implementing AI solutions within your organization. Learn more here: https://ubuntu.com/ai Learn more about our solutions here: https://ubuntu.com/ai…
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Ubuntu AI | Ep 5: Understanding MLOps and Observability
36:15
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In this episode we're hosting Simon Aronsson, Senior Engineering Manager for Canonical Observability Stack. Machine learning operations (MLOps) is a new practice that ensures ML workflow automation in a scalable and efficient manner. But how do you make MLOps observable? How can you better understand how your product-grade AI initiative and its inf…
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What is Canonical AI roadshow? Well, basically we are trying to meet the community that is working with us and people that are contributing to the projects that we are open sourcing and we decided to go to a couple of different places all around the globe to be able to meet all the partners that we have, to meet the people engaged with us on differ…
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What's MLOps, you ask? It's the magical synergy between Machine Learning and DevOps, and it's changing the game for businesses worldwide. From model development and deployment to monitoring and maintenance, MLOps is the backbone of seamless, efficient, and scalable AI systems. In this episode we talk about one of the most trending topics of 2023 - …
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This episode was recorded during Kubecon with one of our partners - Run:ai . In this podcast, we discuss important questions for anyone working in the AI industry: How to get the most out of your infrastructure? Can you optimize your GPU usage across teams? Along with tips and tricks to achieve sustainable AI in your company. Learn more about our s…
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Conversations about artificial intelligence, open source tooling, machine learning operations and the future of innovations. Ubuntu AI is a podcast that empowers you to drive change in your community. Learn more about our solutions here: https://ubuntu.com/aiBy Canonical
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