[Full-stack] 一切皆在云上 - AWS

  

一、无服务管理

一元课程：https://edu.51cto.com/center/course/lesson/index?id=181407【非常好，系统教学】

面试技巧：[AWS] Interview questions

 

[AWS] 00 - Cloud Server

[AWS] 01 - S3 Bucket 

[AWS] 02 - EC2 & GPU

• • • [AWS] Deploy react project on EC2

[AWS] 03 - BATCH & ECS

• • • [Docker] 00 - What is Docker? 【镜像】
    • [Docker] 01 - Container 【容器】
    • [Docker] 02 - Dockerfile 【容器文件】
    • [Docker] 03 - Install and push to cloud 【实战】
    • [Docker] 04 - Docker Compose【小集群】
    • [AWS] ECS - Fargate mode
    • [AWS] ECS - Fargate practice step by steps【workshop例子】
    • [AWS] ECS - Fargate: vpc, sg and load balancer【重在理论】
    • [AWS] ECS - Fargate: microservice【到底什么优势？】

[AWS] 04 - Severless & Lambda【基本部署，IoT例子】

• • • [AWS] Deploy C++ Code for AWS Lambda【部署c++】
    • [AWS] Deploy Tensorflow for AWS Lambda【部署tensorflow】
    • [AWS] Deploy Container Image for AWS Lambda【部署docker】
    • [AWS] Lambda by Python to build serverless Rest API【ing】
    • [Flask] 01 - Click one button and run one task by Flask
    • [Flask] 02 - Build a New Project
    • [Flask] 03 - Restful API vs GraphQL
    • [Flask] 04 - Serverless Flask by Zappa
    • [Link] Python Boto 3 Amazon Web Services【可作为手册参考】

[AWS] 05 - Amazon Simple Queue Service (SQS)

• • • [AWS] How to Use SQS as an Event Source for AWS Lambda
      

[AWS] 06 - AWS CloudFormation

• • • [Terraform] 01 - Concepts and preparing dev environment【相关行业工具集】
    • [Terraform] 02 - var, provider, state, etc【核心功能讲解】
    • [Terraform] 03 - VPC + NAT【典型的架构】
    • [Terraform] 04 - VPC + EC2 + EBS + RDS
    • [Terraform] 05 - IAM: group, user, role, and ec2 init
    • [Terraform] 06 - Autoscaling and ELB
    • [Terraform] 07 - Create a website
    • [Terraform] 08 - Deploying Django to AWS ECS
    • [AWS] CDK - Cloud Development Kit
    • [AWS] YAML - Fargate
    • [AWS] YAML - Lambda

[AWS] 07 - CI/CD by CodePipelines

• • • [AWS] CI/CD by Bitbucket Pipelines 
    • [AWS] Deploy on ECS Fargate with Bitbucket Pipelines
    • [AWS] Deploy on ECS Fargate with CodePipeline【workshop的代码管理】

[AWS] 08 - SageMaker Architecture

• • • [SageMaker] Built-in algorithms【基础算法，基础用法】
    • [SageMaker] DNN with Amazon SageMaker【TF接口】
    • [SageMaker] Invoked by AWS Lambda【Boto3 接口触发】
    • [SageMaker] Custom Docker containers with SageMaker Debugger【training更加专业】
    • [SageMaker] Multi-model endpoints【多节点部署ing】
    • [SageMaker] Preparing FSx Input for SageMaker ***【较快的文件系统】
    • [SageMaker] Computer Vision & Large Scale Training【64GPU，以及mxnet分布训练】
    • [SageMaker] Data Science on AWS by SageMaker【Book：AutoML】
    • [Distributed ML] Yi WANG's talk【Yi Wang】
    • [Distributed ML] Application Driven【Yi Wang】
    • [Distributed ML] Parameter Server & Ring All-Reduce【Shusen Wang】
    • [Distributed ML] Horovod on Ray

 [AWS] 09 - VPC

• • • [AWS] NAT Gateway
    • [AWS] Security Groups

/* implement */

[AWS] 10 - Cloudfront

• • [AWS] s3 with Cloudfront

/* To Do List */

 

 

二、用户认证

[Vue] 11 - Amplify: CI/CD Pipeline

[Vue] 12 - Amplify: route & layouts

[Vue] 13 - Amplify: user authentication

• • • [AWS] User management
    • [AWS] Amazon Cognito

 

 

三、Django 后端

不错的资源，供查询参考

Very Academy: https://www.youtube.com/@veryacademy/playlists

London App Developer: https://www.youtube.com/@LondonAppDeveloper/videos

 

• 基础

[Django] 00 - What is Django【安装、MVT】

[Django] 01 - How to design tests for REST API【part 1, tdd1 pytest】

[Django] 02 - Django REST Framework (DRF)【part 2, rest api】

[Django] 03 - ELK (Elasticsearch + Logstash + Kibana)

[Django] 04 - Connect to RDS PostgreSQL

[Django] 05 - Test stage in CI

[Django] 06 - API Doc: Swagger

 

• Wagtail

[Django] 07 - Build a Simple Blog by Wagtail【Wagtail part 1，初识】

[Django] 08 - StreamField of Wagtail【内容动态组件】

[Django] 09 - Side Menu of Wagtail【侧边栏目录】

[Django] 10 - Routable Pages & Sitemaps of Wagtail【文章目录、树形结构】

[Django] 11 - Template, JS and CSS【包括模板缓存】

[Django] 12 - Snippets of Wagtail【文章分类的动态设置】

[Django] 13 - Parent and Child Class of Wagtail【更多种类 Pages】

[Django] 14 - Custom Menu System of Wagtail【模板code logic 转移】

[Django] 15 - Email Contact Form & reCaptch of Wagtail【与visiters 交互】

[Django] 16 - Headless CMS

• • • [Wagtail] Topic: REST API Token
    • [Wagtail] Topic: creating a custom API endpoint

[Django] 17 - Add Tags to Pages

[Django] 18 - DRF: Django Rest Framework【图片 REST API Proj】

[Django] 19 - DRF: User API & Auth

[Django] 20 - DRF: Add Recipe API

[Django] 21 - DRF: APIView vs Viewsets

[Django] 22 - DRF: Add Tag API

[Django] 23 - DRF: Add Ingredient API

[Django] 24 - DRF: Add Image API

[Django] 25 - DRF: Pagination and Filtering

 

• Mobilar

[Mobilar] 01 - Multiple Users: user registration, login and logout

[Mobilar] 02 - Multiple Users: user profile

[Mobilar] 03 - Multiple Users: post & pagination

[Mobilar] 04 - Multiple Users: email and password reset

[Mobilar] 05 - Multiple Users: using AWS S3 for file uploads

[Mobilar] 06 - DRF: Token

[Mobilar] 07 - REST API for Photo Mgt 

  

/* 暂停，以上仅作为Mobilar的R&D过程 */

 

四、Kubernetes 容器编排系统

 

[K8S] 00 - Kubernetes

[K8S] 01 - MiniKube, K3S or MicroKube

[K8S] 02 - Init k8s Cluster

[K8S] 03 - k8s YAML, NameSpace & Pod

[K8S] 04 - Controller

[K8S] 05 - Service

[EKS] 01 - Create a cluster

[Kubeflow] 00 - Introduction to Kubeflow

[Kubeflow] 01 - Kubeflow on GCP

[Kubeflow] 02 - Standalone Mode

[Kubeflow] 03 - Create One Pipeline

[Argo] 00 - Introduction to Argo【课程表】

[Argo] 01 - Create Argo Workflows【创建并查看】

[Argo] 02 - Kustomize

[Argo] 03 - KinD【专注KinD的操作】

[Argo] 04 - Dashboard

[Argo] 05 - Kaniko

[Argo] 06 - Pipeline based on kinD【实践】

[Argo] 07 - Parameters passing【实践】

 

 

To do list.

Serverless搭建一个网站：https://www.serverless.com/learn/tutorial/serverless-frontend-options/

  

[AWS] 关系型数据库和no-sql

[AWS] AWS Elastic Search