Kubernetes Workloads Basics
![Kubernetes Workloads Basics](/static/4eb601dae6d472388176f57a4f1366fc/e4104/kubernetes-guide.png)
Train and deploy machine learning applications to Kubernetes using Streamlit and Polyaxon
![Train and deploy machine learning applications to Kubernetes using Streamlit and Polyaxon](/static/f8eeafccdb6ff671777c948382e33c0a/61fb6/classification-app.png)
Troubleshooting Kubernetes for data-scientists
![Troubleshooting Kubernetes for data-scientists](/static/4eb601dae6d472388176f57a4f1366fc/e4104/kubernetes-guide.png)
Common Git commands for data-scientists
![Common Git commands for data-scientists](/static/bee04e9f60326493b7a07939f86834e6/096a6/git-guide.png)
Common Docker terms for data-scientists
![Common Docker terms for data-scientists](/static/8760c0057f3fdf91c0aeacbee95f1c3f/b7a6e/docker-guide.png)
Machine learning workload on Kubernetes
![Machine learning workload on Kubernetes](/static/4eb601dae6d472388176f57a4f1366fc/e4104/kubernetes-guide.png)
Common Git terms for data-scientists
![Common Git terms for data-scientists](/static/bee04e9f60326493b7a07939f86834e6/096a6/git-guide.png)
Docker for data-scientists
![Docker for data-scientists](/static/8760c0057f3fdf91c0aeacbee95f1c3f/b7a6e/docker-guide.png)
Kubernetes for data-scientists
![Kubernetes for data-scientists](/static/4eb601dae6d472388176f57a4f1366fc/e4104/kubernetes-guide.png)
Git for data-scientists
![Git for data-scientists](/static/bee04e9f60326493b7a07939f86834e6/096a6/git-guide.png)
Install Polyaxon on Microk8s
![Install Polyaxon on Microk8s](/static/0d93e1da0e2e9fe4d3e0999365c032c1/77f7d/mikrok8s.png)
Install Polyaxon using kubeadm on Kubernetes
![Install Polyaxon using kubeadm on Kubernetes](/static/9914fd3ebd12aac1140e1202e91ae2e3/5d3ad/kubeadm.png)
Install Polyaxon on Minikube
![Install Polyaxon on Minikube](/static/ea507e81037656e327f5e06b80a63cee/6975a/minikube.png)
Autoscaling of preemptible GPU resources
![Autoscaling of preemptible GPU resources](/static/3a73b7a7a10bca70bf64622770265e85/aebf6/google-cloud-preemptible-resources.png)