MLOps Mastery: Simplifying ML Workflows with
Dive into the seamless world of Machine Learning Operations (MLOps) with our engaging talk on Vertex AI and Kubeflow. Discover how these robust tools are revolutionizing container orchestration on Kubernetes, making ML project deployment, monitoring, and maintenance a breeze. No matter your expertise, this talk is a doorway to mastering Kubeflow and elevating your ML endeavors in real-world scenarios. Join us for a journey through simplifying ML workflows! #MLOps #VertexAI #Kubeflow #MachineLearning #kubernetes
Speaker:
David Cardozo is a seasoned Data Scientist and Technologist with a knack for architecting embedded systems that leverage novel techniques and cutting-edge technologies like Podman, Balena, TensorFlow, and Flutter in the realm of machine learning. His journey as a software developer has seen him delve into software exploitation, information security, open-source development, and DevOps practices, amassing a wealth of experience along the way. David's influence extends to the community where he is a revered leader within the Colombian data science circles and a welcomed guest lecturer in computer science. In his current roles, he wears the hats of a Google Developer Expert in Machine Learning and the Chief Lead Analyst at Updata in Canada, where he continues to merge the worlds of machine learning and software development, driving forward both the community and industry standards.
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