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In this video, we dive deep into the world of Kubernetes, a powerful tool for managing containerized applications, and explore its applications in the field of data engineering.
📝 What You Will Learn:
✅ Setting Up Kubernetes on Docker: We start from the basics, showing you how to set up Kubernetes on Docker. This section is perfect for those new to Kubernetes or looking to refresh their knowledge.
✅ Mastering kubectl: Learn how to effectively use kubectl to manage your Kubernetes cluster. We'll cover essential commands and tips for smooth navigation.
✅ Deploying the Kubernetes Dashboard: Step-by-step guidance on deploying the Kubernetes Dashboard, a user-friendly interface for managing Kubernetes clusters.
✅ Running Apache Airflow with Helm Charts: Discover how to run Apache Airflow, a leading tool for orchestrating complex computational workflows, on Kubernetes using Helm charts.
Timestamps:
0:00 Introduction
1:05 Setting up Docker on your machine
3:42 Managing Resources for Docker and Kubernetes
4:20 Enabling Kubernetes on Docker Desktop
5:47 Setting up Kubectl and other Kubernetes Management Tools
11:06 Setting up Helm charts
13:08 Working with Kubectl commands
17:25 Setting up Kubernetes Dashboard and Managing the cluster
20:56 Generating and managing Kubernetes dashboard Token and secrets
22:54 Kubernetes Service Accounts
23:48 Kubernetes Role Based Access Control (RBAC)
25:20 Kubernetes Secrets and Tokens
29:10 Kubernetes Dashboard
36:38 Setting up Apache Airflow on Kubernetes with Helm Charts
40:13 Accessing Apache Airflow on Kubernetes
43:08 Reconfiguring Apache Airflow on Kubernetes
47:40 Connecting Apache Airflow DAGs to Kubernetes
1:01:19 Working with Multiple DAGs on Kubernetes
1:18:41 Optimising Airflow DAGs on Kubernetes
1:23:50 Outro
Resources 🔗:
Medium Article: https://link.medium.com/yoFN8IjZFGb
Github Code: https://github.com/airscholar/Kubernetes-For-DataEngineering.git
Docker Installation: https://docs.docker.com/desktop/
Kubectl Installation: https://kubernetes.io/docs/tasks/tools/
Helm Installation: https://helm.sh/docs/intro/install/
Tags ✨:
Kubernetes, Data Engineering, Apache Airflow, Docker, Helm Charts, Kubernetes Tutorial, Data Processing, Cloud Computing, DevOps, Technology Education, Kubernetes Dashboard, kubectl, Containerization, Workflow Automation, Big Data, Tech Tutorial, Kubernetes Cluster Management, Kubernetes for Beginners, Scalable Data Engineering, IT Infrastructure, Cloud Services, Kubernetes in Data Science, Kubernetes and Airflow, Continuous Integration, Continuous Deployment
Hashtags ✨:
#Kubernetes #DataEngineering #ApacheAirflow #Docker #HelmCharts #DevOps #Tutorial #TechEducation #KubernetesTutorial #DataProcessing #CloudComputing #TechnologyTutorial #Learning #educational