Kubernetes

• Kubernetes Overview

• K8s Flavors Comparision

i. Kubernetes Development environment

1. Minikube

2. Kind

3. MicroK8s

4. K3s

   4.a. K3s with High Availibility(HA) setup

   4.b. Multi-master HA K3s cluster using k3sup

   4.c. Single-Node K3s Cluster using k3d

   4.d. Multi-master K3s cluster setup using k3d

5. k0s

ii. Kubernetes Production environment

1. Kubeadm

   1.a. Bootstrapping cluster with kubeadm

   1.b. Creating a HA cluster with kubeadm

2. Kubespray

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CI/ CD Tools

• CI/CD Overview

• Using Jenkins

  • Setup Jenkins CI/CD Pipeline

  • GitHub to Jenkins Pipeline

• Using Github Actions

  • GitHub Actions CI/CD Pipeline

R

• RStudio

• R Shiny

Apache Spark

• Apache Spark

MLflow

• MLflow Overview

• MLflow Tracking Server Setup

Setup NFS Server and Client

• Setup NFS Server and Client

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