Managing Dask Kubernetes With Kubectl, Python And Go

Managing Dask Clusters with Kubernetes, minikube, Python and Go

What you'll learn

What are Dask clusters and Dask Kubernetes?

How to install Dask Kubernetes in local (Windows and Mac) with Docker and Minikube?

How to create, delete and update dask clusters with Kubectl in local?

How to monitor and verify dask clusters in local with Kubectl?

How to create, delete and update dask clusters with Python in local?

How to create, delete and update dask clusters with GO Kubernetes in local?

Requirements

No programming experience needed. You will learn everything you need to know.

Description

This course has a lot of items:What are Dask Kubernetes and Dask clusters?How to install Dask Kubernetes with Docker and Minikube in local (Windows and Mac)?How to create, delete and update dask clusters with Kubectl in local?How to monitor and verify dask clusters with Kubectl in local?How to create, delete and update dask clusters with Python code and libraries in local?How to monitor and verify dask clusters with Python code and libraries in local?How to create, delete and update dask clusters with go Kubernetes library in local?How to use GO to build APIs to manage dask clusters (list, create, and delete)?How to create the API swagger file?How to develop and test backend GO APIs with Postman?How to connect the GO APIs to the GO Dask management utilities?How to use VUE JS to build an UI app to manage dask clusters (list, create, and delete)?How to build the docker image for the backend GO API app?How to run the backend API app docker image in local?How to connect the front end VUE JS UI app to the local GO APIs?How to build the docker image for the front end VUE UI app?Note: everything is in local. In the near future, this course will add a lot of content for Cloud (e.g. Azure, AKS, ACR etc.)

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: About this course

Lecture 2 Source code for this course

Lecture 3 Course features

Section 3: Prerequisites

Lecture 4 Install DevOps tools in Windows

Lecture 5 Install DevOps tools in Mac

Lecture 6 Install DevOps tools in Linux

Section 4: What are Dask Kubernetes and Dask clusters?

Lecture 7 What are Dask clusters?

Lecture 8 What are Dask Kubernetes?

Lecture 9 Why we need to learn Dask Kubernetes and Dask clusters?

Section 5: How to install Dask Kubernetes with Docker and Minikube in local (Windows)?

Lecture 10 Install Docker in Windows

Lecture 11 Install Chocolatey in Windows

Lecture 12 Install Helm in Windows

Lecture 13 Install minikube in Windows

Lecture 14 Start minikube in Windows

Lecture 15 Install Kubectl in Windows

Lecture 16 Install Dask Operator in Windows

Lecture 17 Check Dask Clusters in Windows

Section 6: How to install Dask Kubernetes with Docker and Minikube in local (MacOS)?

Lecture 18 Install Dask Kubernetes with Docker and Minikube in local MacOS

Section 7: How to list, create, delete and update dask cluster with Kubectl in local?

Lecture 19 How to list all dask clusters with Kubectl in local?

Lecture 20 How to create a new dask cluster with Kubectl in local?

Lecture 21 How to delete a dask cluster with Kubectl in local?

Lecture 22 How to update (scale up or down) a dask cluster with Kubectl in local?

Section 8: How to monitor and verify dask clusters in local?

Lecture 23 How to monitor and verify dask clusters in local with minikube dashboard?

Lecture 24 How to monitor and verify dask clusters in local with VS Code?

Section 9: How to list, create, delete and update dask cluster with Python in local?

Lecture 25 Preparation - install Python 3

Lecture 26 Preparation - install virtualenv

Lecture 27 Preparation - install dependencies

Lecture 28 Preparation - VSCode extensions for Python

Lecture 29 How to list all dask clusters with Python in local?

Lecture 30 How to create a new dask cluster with Python in local?

Lecture 31 How to delete a dask cluster with Python in local?

Lecture 32 How to update a dask cluster with Python in local?

Section 10: How to list, create, delete and update dask cluster with Go in local?

Lecture 33 Preparation - install Go

Lecture 34 Preparation - VSCode extensions for Go

Lecture 35 How to initialize a new Go project?

Lecture 36 How to list all namespaces with Go in local?

Lecture 37 How to list all dask clusters with Go in local?

Lecture 38 How to create a new dask cluster with Go in local?

Lecture 39 How to delete a dask cluster with Go in local?

Lecture 40 How to list all pods with Go in local?

Lecture 41 How to update a dask cluster with Go in local?

Section 11: Congratulations!

Lecture 42 Congratulations! More to come!

People who want to learn more on Dask,People who want to learn more on Kubernetes,People who want to learn more on Python,People who want to learn more on Go (aka Golang)