Udemy - Kubernetes for Data Engineering - Hands on End to End Gui...

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 1.9 GB
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Kubernetes for Data Engineering: Hands on End to End Guide

https://WebToolTip.com

Last updated 4/2024
Created by Ganiyu Yusuf
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English + subtitle | Duration: 29 Lectures ( 2h 18m ) | Size: 1.92 GB

Boost the efficiency of your Data Engineering Solutions by Deploying them on Kubernetes Cluster.

What you'll learn
Understand the core concepts of Kubernetes, including pods, services, deployments, and more. Learn how to set up and manage a Kubernetes cluster
Gain practical experience in deploying and managing the Kubernetes Dashboard, a powerful tool for managing Kubernetes clusters through a user-friendly interface
Learn how to deploy Apache Airflow in a Kubernetes environment. Understand how to schedule and monitor data pipelines efficiently using Airflow.
Dive into the world of Directed Acyclic Graphs (DAGs) and learn how to create, schedule, and monitor them in an Airflow environment running on Kubernetes.
Understand how to secure your Kubernetes cluster and monitor its performance. Learn about Kubernetes namespaces, RBAC, secrets, and network policies.
Learn how to scale your data applications and ensure high availability within your Kubernetes cluster.
Develop skills to troubleshoot common issues in Kubernetes and optimize the performance of your data pipelines.

Requirements
Basic Programming Experience

Files:

[ WebToolTip.com ] Udemy - Kubernetes for Data Engineering - Hands on End to End Guide
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1 - Introduction.en_US.vtt (2.6 KB)
    • 1 - Introduction.mp4 (43.5 MB)
    • 10 - How Kubernetes can help you as an engineer.en_US.vtt (5.4 KB)
    • 10 - How Kubernetes can help you as an engineer.mp4 (26.3 MB)
    • 2 - What this course covers.en_US.vtt (2.8 KB)
    • 2 - What this course covers.mp4 (40.9 MB)
    • 3 - Kubernetes Architecture Explained.en_US.vtt (7.4 KB)
    • 3 - Kubernetes Architecture Explained.mp4 (51.3 MB)
    • 4 - KubeProxy and Container Runtime Deep Dive.en_US.vtt (1.2 KB)
    • 4 - KubeProxy and Container Runtime Deep Dive.mp4 (7.3 MB)
    • 5 - Kubernetes Additional Services.en_US.vtt (1.1 KB)
    • 5 - Kubernetes Additional Services.mp4 (6.2 MB)
    • 6 - Kubernetes Networking Fundamentals.en_US.vtt (2.3 KB)
    • 6 - Kubernetes Networking Fundamentals.mp4 (17.3 MB)
    • 7 - Kubernetes Core Concepts.en_US.vtt (1.7 KB)
    • 7 - Kubernetes Core Concepts.mp4 (11.8 MB)
    • 8 - Kubernetes Behind The Scenes.en_US.vtt (1.2 KB)
    • 8 - Kubernetes Behind The Scenes.mp4 (7.4 MB)
    • 9 - Getting Started with Tools for Kubernetes.en_US.vtt (4.2 KB)
    • 9 - Getting Started with Tools for Kubernetes.mp4 (40.4 MB)
    2 - Infrastructure Setup
    • 1 - Installing Docker Desktop.en_US.vtt (3.2 KB)
    • 1 - Installing Docker Desktop.mp4 (32.1 MB)
    • 2 - Setting up, enabling and verifying Kubernetes.en_US.vtt (3.6 KB)
    • 2 - Setting up, enabling and verifying Kubernetes.mp4 (27.5 MB)
    • 3 - Installing Cluster Managers on all Operating Systems.en_US.vtt (7.0 KB)
    • 3 - Installing Cluster Managers on all Operating Systems.mp4 (81.3 MB)
    • 4 - Cluster Manager Commands.en_US.vtt (6.2 KB)
    • 4 - Cluster Manager Commands.mp4 (89.3 MB)
    • 5 - Installing and Setting up Helm Charts.en_US.vtt (3.2 KB)
    • 5 - Installing and Setting up Helm Charts.mp4 (39.8 MB)
    3 - Kubernetes Dashboard
    • 1 - Deploying Kubernetes Dashboard with Helm Charts.en_US.vtt (4.6 KB)
    • 1 - Deploying Kubernetes Dashboard with Helm Charts.mp4 (72.2 MB)
    • 2 - Generating Tokens for Kubernetes Dashboard.en_US.vtt (10.4 KB)
    • 2 - Generating Tokens for Kubernetes Dashboard.mp4 (112.6 MB)
    • 3 - Working with Kubernetes Dashboard - End to End.en_US.vtt (9.0 KB)
    • 3 - Working with Kubernetes Dashboard - End to End.mp4 (96.0 MB)
    4 - Deploying Apache Airflow to Kubernetes Cluster
    • 1 - Deploying Apache Airflow on Kubernetes.en_US.vtt (8.4 KB)
    • 1 - Deploying Apache Airflow on Kubernetes.mp4 (116.3 MB)
    • 2 - Upgrading and Applying Changes to Apache Airflow using Helm Charts.en_US.vtt (7.4 KB)
    • 2 - Upgrading and Applying Changes to Apache Airflow using Helm Charts.mp4 (72.7 MB)
    • 3 - Creating and Deploying Airflow DAGS to Kubernetes Cluster.en_US.vtt (17.1 KB)
    • 3 - Creating and Deploying Airflow DAGS to Kubernetes Cluster.mp4 (174.1 MB)
    • 4 - Deploying and Working with Multiple DAGS on Kubernetes Cluster.en_US.vtt (21.1 KB)
    • 4 - Deploying and Working with Multiple DAGS on Kubernetes Cluster.mp4 (228.0 MB)
    • 5 - Optimising your Airflow DAG pipeline on Kubernetes.en_US.vtt (5.8 KB)
    • 5 - Optimising your Airflow DAG pipeline on Kubernetes.mp4 (70.7 MB)
    5 - Apache Spark Deployment on Kubernetes Cluster
    • 1 - Preparing Spark Jobs to run on Kubernetes.en_US.vtt (7.3 KB)
    • 1 - Preparing Spark Jobs to run on Kubernetes.mp4 (99.0 MB)
    • 2 - Packaging your Spark Jobs on Kubernetes.en_US.vtt (10.2 KB)
    • 2 - Packaging your Spark Jobs on Kubernetes.mp4 (125.2 MB)
    • 3 - Deploying Spark Jobs to Kubernetes Cluster.en_US.vtt (16.7 KB)
    • 3 - Deploying Spark Jobs to Kubernetes Cluster.mp4 (224.2 MB)
    • 4 - Fixing Potential Bugs during Spark Deployment on Kubernetes Cluster.en_US.vtt (2.8 KB)
    • 4 - Fixing Potential Bugs during Spark Deployment on Kubernetes Cluster.mp4 (47.1 MB)
    6 - Next Steps (Resources and Documentations)
    • 1 - Commands, Text and Documentation.html (0.1 KB)
    • 1 - Course Resources (Source Code).html (0.0 KB)
    • 2 - Commands, Text and Documentation - eb3ef6054cc2271b8f1a745edbe1a841.pdf (9.4 MB)
    • 2 - Commands, Text and Documentation.html (0.1 KB)
      • Kubernetes-For-DataEngineering-main
      • README.md (3.2 KB)
        • dags
        • _and_preview.py (1.8 KB)
        • hello.py (0.5 KB)
      • gitignore (0.0 KB)
        • k8s
        • dashboard-adminuser.yaml (0.1 KB)
        • dashboard-clusterrole.yaml (0.3 KB)
        • dashboard-secret.yaml (0.2 KB)
        • recommended-dashboard.yaml (7.4 KB)
        • values.yaml (0.3 KB)
        • Bonus Resources.txt (0.1 KB)

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