Listen on demand to the first of our two part Learnk8s lab series. In session one, Kubeflow: A Cloud-Native ML Toolbox, attendees will learn about:
- Kubeflow Architecture
- Kubeflow Installation
- Developing Machine Learning Models in JupyterLab notebooks
- Creating an end-to-end orchestration machine learning experiment in Kubeflow pipeline
- Scaling infrastructure based on demand.
- Current use cases of Kubeflow and how teams from other industries have been utilizing the cloud to scale their machine learning operations.
Speaker Bio: Salman Iqbal. Salman is a Technical Lead at Data Science Campus ( https://datasciencecampus.ons.gov.uk/ ) and an instructor at Learnk8s (https://learnk8s.io/). At the Data Science Campus, he has set up a number of Data Science DevOps practices. Recently, he has worked with a number of other UK government organisations on setting up and operating Data Science platforms for COVID-19 projects. Salman has also worked as a full-stack developer in the Aerospace and Finance sector. Salman is a Certified Kubernetes Administrator and a strong advocate for Cloud Native technologies. He co-founded Cloud Native Wales, an initiative to bring together a community that would share ideas on how to use cloud-native technologies effectively.