19 episodes

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 to read more from us, you can go to our publication: https://medium.com/ubuntu-ai 

Ubuntu AI Podcasts | by Canonical Canonical

    • Technology
    • 4.0 • 1 Rating

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 to read more from us, you can go to our publication: https://medium.com/ubuntu-ai 

    Ubuntu AI | S2E7 | GenAI: news, challenges and trends

    Ubuntu AI | S2E7 | GenAI: news, challenges and trends

    • 33 min
    Ubuntu AI | S2E6 | Kubernetes Orchestration for AI workloads: how to optimise it

    Ubuntu AI | S2E6 | Kubernetes Orchestration for AI workloads: how to optimise it

    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 cases.Together with Pedro Oliveira from Spectrocloud, we discussed about Kubernetes and where the future is going to look like. Listen to the latest...

    • 38 min
    Ubuntu AI | S2E5 | All about Ops: DataOps, MLOps, DevOps, AIOps

    Ubuntu AI | S2E5 | All about Ops: DataOps, MLOps, DevOps, AIOps

    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 these Ops processes in streamlining and optimizing enterprise data, machine learning, and AI projects and use cases.Learn more about our solutions ...

    • 28 min
    Ubuntu AI | S2E4 | AI on public cloud: what should you know?

    Ubuntu AI | S2E4 | AI on public cloud: what should you know?

    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 clouds. Join us to talk more about AI on the public cloud: what are the main benefits and what are the best practices an organisation could impleme...

    • 29 min
    Ubuntu AI | S2E3 | GPU utilisation optimisation at KubeconEU 2024

    Ubuntu AI | S2E3 | GPU utilisation optimisation at KubeconEU 2024

    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 angles that Maciej talk about, giving a sneak-peak into his keynote. Are you curious how open source tooling plays a role in optimising the GPU utilisa...

    • 28 min
    Ubuntu AI | S2E2 | Edge AI at NVIDIA GTC 2024

    Ubuntu AI | S2E2 | Edge AI at NVIDIA GTC 2024

    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 use case. From architectural details to possible improvements, Gustavo delights us with tons of useful information. Register now : https://registe...

    • 28 min

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