This session aims to explore how the combination of data mesh principles and application platforms empowers teams to unleash their creativity, drive agility, and achieve remarkable outcomes in AI/ML model development. By breaking down data silos and enabling domain-oriented teams, organizations can foster a culture of collaboration and innovation, essential for building cutting-edge AI/ML models. We will discuss how democratization of data empowers AI/ML teams to access and explore diverse data sources, enabling them to discover valuable insights and build better models. We will discuss how application platforms complement data mesh architectures by providing the necessary tools, infrastructure, and automation to build data products and streamline the AI/ML model development lifecycle. We will understand how these platforms empower teams to iterate rapidly, leverage diverse data sources, and incorporate feedback seamlessly. We will even train an ML model and deploy it as part of the talk.
@cloudnativesummit - Wellington, New Zealand - September 5th, 2023
18 сен 2024
