Ecosyste.ms: Awesome

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Amazon Web Services

Amazon Web Services (AWS) is a subsidiary of Amazon.com that provides on-demand cloud computing platforms to individuals, companies, and governments, on a subscription basis. Compute, storage, database, networking, security, management & developer tools, AI & machine learning, analytics, etc. are some of the primary aspects of AWS.

https://github.com/omar-csse/twitter-streamer

Node.js app to stream tweets and apply live sentiment analysis on them. Also dockerize the app in a container and scale the app on AWS

aws docker docker-compose javascript mongodb nodejs nosql sentiment-analysis socket-io twitter-api

Last synced: 01 Aug 2024

https://github.com/bhathiyaprasad/devops-challenge-apps-master

Provisioning a virtual machine on AWS platform, setting up a basic server with Nginx, Docker, and Docker Compose, and configuring host-based routing.

aws docker dockercompose ec2 express github-actions nginx postgresql ubuntu-server

Last synced: 25 Sep 2024

https://github.com/amrutprabhu/spring-boot-with-aws-s3

Spring Boot with AWS S3 communication with Spring Cloud AWS

aws aws-s3 dockercompose localstack spring spring-boot springcloud-aws

Last synced: 24 Sep 2024

https://github.com/DyfanJones/aws-step-functions-data-science-sdk-r

Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS

aws machine-learning r stepfunctions workflows

Last synced: 13 Aug 2024

https://github.com/omar-karimov/medichestai

This project utilizes cutting-edge MLOps practices, integrating CI/CD pipelines, DVC, and MLflow to streamline development, testing, and deployment for deep learning models on chest CT images.

aws classification dagshub deployment-automation docker-compose dvc ec2-instance ecr end-to-end flask git github-actions jenkins-pipeline keras-tensorflow mlflow mlops shell-script yaml-configuration

Last synced: 25 Sep 2024

https://github.com/adrianccollier/asteroid-explorer

This is the repository for our Asteroid Explorer Senior Project. This is a full-stack web application for an immersive 2d space-shooter game. Powered by NASA's Near Earth Object Web Service API to display actual real life data about asteroids and learn about them as you try to survive the exploration of each one.

api-rest aws aws-lightsail bitnami cloudflare css3 expressjs mongodb-atlas nodejs phaserjs reactjs

Last synced: 26 Sep 2024

https://github.com/sectsect/wp-instagram-json

πŸ“„ Generate JSON file with object data returned from Instagram API (for Sandbox Mode). Also upload the JSON file to AWS S3 (optional).

aws aws-s3 instagram instagram-api json s3 wordpress wordpress-plugin

Last synced: 02 Aug 2024

https://github.com/otabek8866/multiagent-jade

Creates multiple agents based on JADE and controls them with a master agent

aws ec2 jade java multia-gent

Last synced: 27 Sep 2024

https://github.com/Krishna2709/DataEngineering

AWS | Azure | GCP | Docker | Terraform | Postgres

aws azure docker gcp terraform

Last synced: 13 Aug 2024

https://github.com/yash509/devsecops-python-django-todo-app-deployment

Developed a Python's Django Framework based To-Do Application, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure cloud devops devops-tools devsecops django-framework docker dockerfile eks-cluster gcp hcl jenkins jenkins-pipeline jenkinsfile kubernetes project-repository python3 terraform

Last synced: 24 Sep 2024

https://github.com/ultimate-guitar/swiftsestransport

Swift AWS SES Transport for Yii2 Swiftmailer 2.1+

aws aws-ses aws-ses-transport swiftmailer yii2 yii2-extension

Last synced: 25 Sep 2024

https://github.com/amingheibi/AWS_transcribe_client

To send and receive ASR requests to AWS transcribe

asr aws farsi transcribe

Last synced: 04 Aug 2024

https://github.com/amandeepmittal/awscertified-twitter-bot

Twitter bot for #AWSCertified community hosted by freeCodeCamp

aws awscertified freecodecamp nodejs twitter-bot

Last synced: 31 Jul 2024

https://github.com/stefansundin/vagrant-ec2-metadata

Easily provide vagrant machines with AWS credentials by faking an EC2 metadata server.

aws credentials ec2 vagrant

Last synced: 25 Sep 2024

https://github.com/ravindrasinghh/kubernetes-playlist

This repository sets up an Amazon EKS cluster using Terraform, with configurations for API Gateway, IAM roles, security groups, and networking, providing a scalable and secure environment for containerized applications on AWS.

aws eks-cluster terraform

Last synced: 27 Sep 2024

https://github.com/akhtar21yr/blog

Discover the world of Linux, AWS, CI/CD, Kubernetes, Cloud, and DevOps with my blog. Dive into tutorials, insights, and tips on the latest DevOps and development tools. Join the journey to mastering modern development and operations with tools like django, flask and Sql & NoSql

aws dev docker jenkins linux

Last synced: 25 Sep 2024

https://github.com/yash509/devsecops-chess-game-deployment

Developed a Chess Game in JavaScript, and deployed it on Docker Container and Kubernetes Cluster using Jenkins CI/CD pipeline while following the DevSecOps Prctices.

aws azure cloud css devops devops-tools devsecops docker eks-cluster gcp hcl html javascript jenkins jenkins-pipeline kubernetes project-repository terraform

Last synced: 25 Sep 2024

https://github.com/trallnag/ansible-role-aws-ssm-plugin

Ansible Role that installs the Session Manager plugin for the AWS CLI.

ansible ansible-role aws

Last synced: 24 Sep 2024

https://github.com/trallnag/ansible-role-aws-sam-cli

Ansible Role that installs the AWS SAM CLI using the official installer.

ansible ansible-role aws

Last synced: 24 Sep 2024

https://github.com/leju-b/ansible-profile-app-deployment

This project demonstrates the deployment of a Node.js application that interacts with AWS RDS for database storage and S3 for file storage.

ansible automation aws configuration-management ec2 nginx rds-mysql s3-storage scripting

Last synced: 25 Sep 2024

https://github.com/ahmedalaa14/devops-pipeline-python

Deploy Python App on K8s Cluster Using Jenkins Pipeline

aws docker docker-compose eks-cluster jenkins kubernetes terraform

Last synced: 24 Sep 2024

https://github.com/fluentci-io/aws-plugin

CI/CD Plugin for AWS CLI

aws cicd wasm webassembly

Last synced: 22 Aug 2024

https://github.com/atul-yadav-git/public-flask-portfolio

This project is a fully functional personal portfolio page created with Flask, a popular Python web framework.

aws azure cicd cloud containers devops jenkins linux networking sdlc terraform

Last synced: 27 Sep 2024

https://github.com/sujoyghoshal/connectsphere

ConnectSphere is a job portal application designed to connect students, job recruiters, and companies. It allows users to apply for jobs, manage their profiles, and for recruiters to post job openings

admin-dashboard api-rest aws chalk client-server cloudinary context-api docker express firebase-auth hooks javascript jwt-authentication mongoose npm-package react redux-toolkit telwind-css

Last synced: 24 Sep 2024

https://github.com/udhos/lavalake

lavalake - Manage security groups uniformly across multiple cloud providers.

aws azure cloud gcp go golang openstack security-groups

Last synced: 01 Aug 2024

https://github.com/yash509/devsecops-mcc-deployment

Developed a Magic Color Changer website using HTML, CSS and JavaScript, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure cloud css devops devops-pipeline devops-tools devsecops devsecops-pipeline docker dockerfile gcp hcl html javascript jenkins jenkinsfile kubernetes terraform

Last synced: 24 Sep 2024

https://github.com/yash509/devsecops-custom-range-slider-deployment

Developed a Custom Range Slider using HTML,CSS and JavaScript, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure cloud css devops devops-tools devsecops devsecops-pipeline docker dockerfile eks-cluster gcp hcl html javascript jenkins jenkinsfile kubernetes project-repository terraform

Last synced: 24 Sep 2024

https://github.com/yash509/devsecops-notes-web-app-deployment

Developed a Notes Keeping Web App using HTML, CSS and JavaScript, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure ci-cd cloud devops devops-pipeline devops-tools devopsproject devsecops devsecops-pipeline devsecopsinnovation docker dockerfile gcp hcl jenkins jenkinsfile kubernetes project-repository terraform

Last synced: 24 Sep 2024

https://github.com/yash509/devsecops-news-web-app-deployment

Developed a News Web App using HTML, CSS and JavaScript, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure ci-cd cloud devops devops-pipeline devops-tools devops-workflow devsecops devsecops-best-practices devsecops-pipeline docker dockerfile gcp hcl jenkins jenkinsfile kubernetes project-repository terraform

Last synced: 24 Sep 2024

https://github.com/yash509/devsecops-counter-app-deployment

Developed a NodeJS based Counter Web Application, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure ci-cd cloud css devops devops-tools devsecops devsecops-pipeline docker dockerfile eks-cluster gcp hcl html javascript jenkins jenkinsfile kubernetes terraform

Last synced: 24 Sep 2024

https://github.com/chandu1310/nodeneeds-cli

Nodeneeds brings all that a node app needs based on what kind of app you intend to create

aws chai eslint javascript mocha nodejs npmjs sinonjs

Last synced: 24 Sep 2024

https://github.com/wearetechnative/terraform-aws-html-form-action

Simple self-hosted form handler with Lambda and API Gateway. Great for static websites.

api-gateway aws html-form jamstack lambda terraform terraform-module

Last synced: 24 Sep 2024

https://github.com/mclacore/haiku-havoc-hero

Migrate your data from Heroku to the cloud using Kubernetes

aws azure cache database gcp heroku migrate mongodb mssql mysql postgresql redis

Last synced: 24 Sep 2024

https://github.com/kunalshelke90/predict-bank-credit-risk-using-south-german-credit-data

This is an end-to-end ML project, which aims at developing a classification model for the problem of classifying a given customer profile into either of the risk category (safe or not safe). The final classifier used for this project is CatBoost classifier. Deployed in AWS.

aws cassandra catboost-classifier classification credit-risk data data-science dataanalysis dockerfile finance financial-analysis flask github-actions logging machine-learning mlflow numpy pandas python

Last synced: 25 Sep 2024

https://github.com/danieladetiba-dev/github.com-danieladetiba-dev-microservices-capstone_project

A sock shop microservices app deployment using weaveworks deployment scripts & config

aws docker github kubernetes microservices microservices-application terraform

Last synced: 27 Sep 2024

https://github.com/mongoexpuser/aws-cloudformation-stack-with-aws-sdk-js-v3

Creates/Deploys, Updates and Deletes AWS CloudFormation Stack with AWS SDK for JavaScript/NodeJS V3.

apache-cassandra aws aws-sdk-v3 cloudformation github-actions javascript keyspace nodejs yml-file

Last synced: 25 Sep 2024

https://github.com/giulic3/data-engineering-nanodegree

Projects realized for the Data Engineering Nanodegree offered by Udacity https://www.udacity.com/course/data-engineer-nanodegree--nd027

apache-airflow apache-cassandra apache-spark aws aws-emr aws-redshift aws-s3 data-engineering postgresql

Last synced: 25 Sep 2024

https://github.com/vikramaditya91/iot-ingest-large-size

Leverage MQTT and pre-signed URLs to upload large files with AWS IoT Core

aws iot python s3 terraform

Last synced: 01 Aug 2024

https://github.com/outcompute/cloudmetadata

Get metadata JSON within an instance from 169.254.169.254 across providers.

aws azure cloud-management composer-packages digitalocean google-cloud-platform metadata-parser php

Last synced: 24 Sep 2024

https://github.com/nithinsgowda/pesu-notes

Content-Sharing Platform for students @PESU

aws bootstrap4 css3 html5 js mysql php php72

Last synced: 24 Sep 2024

https://github.com/yash509/devsecops-batry-indicator-deployment

Developed a real-time Battery Indicator Application, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure ci-cd cloud devops devops-pipeline devops-tools devsecops devsecops-pipeline docker dockerfile eks gcp hcl jenkins jenkinsfile kubernetes kubernetes-deployment terraform

Last synced: 25 Sep 2024

https://github.com/erankitcs/AWS_PhotoSimilarity

This project is created to identify and provide similar faces recommendation based on AWS Serverless and Neptune Graph DB.

api-gateway aws aws-lambda aws-serverless cloudformation-template graph-database html iam javascript neptune-cluster neptune-db nodejs rekognition s3-bucket serverless vpc vpc-endpoints

Last synced: 01 Aug 2024

https://github.com/hanyhm/devops-project

DevOps Project to create complete pipeline

actions ansible aws docker eks grafana grafana-dashboard jenkins prometheus terraform

Last synced: 27 Sep 2024

https://github.com/carlohcs/iac

A repo to start with Terraform and related stuffs (Ansible, AWS...)

ansible aws terraform

Last synced: 27 Sep 2024

https://github.com/mattyboy84/AWS-EC2-Gitlab-Instance

A Self hosted Gitlab application hosted on an EC2 instance in front of an ALB. Includes support for domain configuration with Route53 & regular backups into an S3 bucket

aws ec2 gitlab networking portfolio

Last synced: 01 Aug 2024

https://github.com/martinKindall/vpn-learn-cantrill-lab

One of the free demos of learn.cantrill about VPN between AWS and On-Premises

aws bgp cantrill cdk frr iac strongswan transit-gateway vpc vpn

Last synced: 29 Jul 2024

https://github.com/fbutros/terraform-aws-templates

Collection of Terraform templates for quick and efficient deployment of various AWS services. Ideal for both learning and rapid infrastructure setup.

aws aws-provider-5 aws-services cloud-architecture cloud-computing devops infrastructure-as-code terraform terraform-aws terraform-examples terraform-modules

Last synced: 26 Sep 2024

https://github.com/duewiger/insurnative

InsurNative is a mobile application developed using Django for the backend and React Native for the frontend.

aws aws-ec2 aws-s3 django django-application django-framework django-project django-rest-framework docker docker-compose docker-image jwt load-balancer rds-postgres react react-native reactjs route53 s3-storage

Last synced: 24 Sep 2024

https://github.com/yash509/devsecops-sentiments-analysis

Developed a Sentiments Analysis project which contains various Classifications of Analysis

argocd aws azure cloud css devops devops-tools devsecops docker gcp html javascript jenkins-pipeline kubernetes

Last synced: 25 Sep 2024

https://github.com/bernays/appsyncgo

Go library to easily interact with AWS Appsync backend

appsync aws go golang graphql-client mutation query real-time serverless subscriptions

Last synced: 25 Sep 2024

https://github.com/naresh-chandanbatve/email-manager

an nextjs application which fetches all your emails and classify them in different categories

aws fullstack-development gmail-api googleapi googleauth k8s kubernetes nextauth nextjs terraform

Last synced: 25 Sep 2024

https://github.com/ethan-pritchard/aws-qbusiness-java-boilerplate

A java boilerplate for AWS Q Business infrastructure using a custom data source connector.

amazon-q-business aws aws-lambda aws-sfn java java11 maven

Last synced: 25 Sep 2024

https://github.com/rafalwrzeszcz-wrzasqpl/pl.wrzasq.commons

General-purpose data structures and routines.

aws data data-structures library rust

Last synced: 25 Sep 2024

https://github.com/yash509/devsecops-loan-calc-deployment

Developed a Loan Calculator using JavaScript, HTML, and CSS, and deployed it on Docker Container and Kubernetes Cluster using Jenkins CI/CD pipeline while following the DevSecOps Prctices.

aws azure cloud css devops devops-tools devsecops devsecops-pipeline docker dockerfile eks-cluster gcp hcl html javascript jenkins jenkinsfile kubernetes terraform

Last synced: 25 Sep 2024

https://github.com/yash509/devsecops-bb-char-react-app-deployment

Developed a HTML,CSS, and JavaScript based web application, implemented the DevSecOps practices for deploying on Docker and Kubernetes using Jenkins CI/CD Pipeline.

aws azure ci-cd cloud devops devops-pipeline devops-tools devsecops devsecops-pipeline docker dockerfile eks-cluster gcp hcl jenkins jenkinsfile kubernetes terra

Last synced: 25 Sep 2024

https://github.com/yash509/devsecops-vat-cal-deployment

Developed a VAT Calculator using JavaScript, HTML, and CSS, and deployed it on Docker Container and Kubernetes Cluster using Jenkins CI/CD pipeline while following the DevSecOps Prctices.

aws azure cloud css devops devops-tools devsecops devsecops-pipeline docker dockerfile eks-cluster gcp hcl html java jenkins jenkinsfile kubernetes terr

Last synced: 25 Sep 2024

https://github.com/visaltyagi/devops-project2

DevOps Capstone Project 2β€Š-β€ŠAutomate the CI/CD Pipeline Without Changes In The Docker Containers

ansible aws devops devops-tools devopsguide devopsproject jenkins kubernetes pipeline project terraform

Last synced: 25 Sep 2024

https://github.com/yash509/devsecops-wordictionary-deployment

Developed a Wordictionary App in HTML, CSS and JavaScript, and deployed it on Docker Container and Kubernetes Cluster using Jenkins CI/CD pipeline while following the DevSecOps Prctices.

aws azure cloud css devops devops-tools devsecops docker docker-compose dockerfile eks-cluster gcp hcl html javascript jenkins jenkinsfile kubernetes project-repository terraform

Last synced: 25 Sep 2024

https://github.com/yash509/devsecops-boxjump-game-deployment

Developed a BoxJump Game in HTML, CSS and JavaScript, and deployed it on Docker Container and Kubernetes Cluster using Jenkins CI/CD pipeline while following the DevSecOps Prctices.

aws azure cloud css devops devops-tools devsecops docker dockerfile eks-cluster gcp hcl html javascript jenkins jenkins-pipeline kubernetes project-repository terraform

Last synced: 25 Sep 2024

https://github.com/yash509/devsecops-dinosaur-game-deployment

Developed a Dinosaur Game in JavaScript, and deployed it on Docker Container and Kubernetes Cluster using Jenkins CI/CD pipeline while following the DevSecOps Prctices.

aws azure cloud css3 devops devops-tools devsecops docker dockerfile eks-cluster gcp hcl html5 javascript jenkins jenkins-pipeline kubernetes project-repository terraform

Last synced: 25 Sep 2024

https://github.com/samuellucas97/desafio-devops

Automated deployment in Kubernetes Cluster at AWS using GitHub Actions, Terraform, Ansible, and Argo CD

ansible argocd aws docker ec2 flask-api github-actions keycloak kubernetes makefile terraform vagrant

Last synced: 25 Sep 2024

https://github.com/juleskulcsar/imageboard

Instagram-like single-page application built with Vue.js where anyone can upload an image of their choosing, add a title and description and comment on images.

aws aws-s3 express express-js expressjs handlebars handlebars-js handlebarsjs javascript multer node nodejs postgres postgresql vue vuejs

Last synced: 25 Sep 2024

https://github.com/tchasinga/sharing-ideas-blogs

Blogs ideas sharing involves the creation and dissemination of content that inspires, informs, or entertains an audience. Content creators share thoughts, experiences, and insights on diverse topics, aiming to engage readers and foster discussion. These ideas can span various niches,

aws firebase koajs material-ui mongodb-atlas nodejs reactjs tailwindcss

Last synced: 25 Sep 2024

https://github.com/wrh34685/astroproject

First Astro build with AWS DynamoDB, Lambda functions and API Gateway.

astro aws aws-apigateway aws-dynamodb aws-lambda preact

Last synced: 25 Sep 2024

https://github.com/danieldev0724/django-angular2-fullstack-devops

All-in-one django/angular2 seed with cli interface for multi-environment devops on aws using ansible/packer/terraform

angular2 ansible aws devops docker jenkins terraform

Last synced: 25 Sep 2024

https://github.com/joenyland/puppet-cloudwatch

A Puppet module which installs AWS CloudWatch monitoring scripts

aws aws-cloudwatch cloudwatch puppet

Last synced: 25 Sep 2024

https://github.com/netraxis/shepherd-app

Shepherd is an innovative web platform designed to empower educators by providing a centralized space to share knowledge and resources with their students.

aws chakra chark clsx firebase formix inertia lexical moment radix react react-pdf redux sass stripe typescript vite

Last synced: 26 Sep 2024

https://github.com/carlohcs/basic-app

A basic app containing a Hello World message that you can deploy.

aws basic basic-app basic-app-production docker kubernetes

Last synced: 26 Sep 2024

https://github.com/hmake98/nestjs-graphql-starter

πŸš€ A robust and scalable backend starter kit built with NestJS, GraphQL, Prisma, and PostgreSQL. Features Docker support, JWT authentication, and comprehensive testing.

aws docker graphql nestjs nestjs-boilerplate nestjs-graphql prisma typescript

Last synced: 26 Sep 2024

https://github.com/aws-samples/amazon-ivs-webgpu-captions-demo

This repository contains an experimental demo application that shows how you can add client-side auto-generated captions to Amazon IVS Real-time and Low-latency streams using transformers.js and WebGPU.

ai amazon-ivs aws captions experimental ivs-lowlatency ivs-realtime lambda lowlatency lvl-300 realtime serverless transformersjs web webgpu webrtc whisper

Last synced: 26 Sep 2024

https://github.com/team-mansumugang/mansumugang-backend

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aws github-actions jpa jpa-hibernate spring-boot whisper

Last synced: 26 Sep 2024

https://github.com/x-ethr/local-kubernetes-playground

Kind Cluster Bootstrap + GitOps - Used for Local Kubernetes Development and Testing

aws external-secrets flux gitops go istio jaeger kind kubernetes kyverno opentelemetry prometheus service-mesh telemetry tracing

Last synced: 26 Sep 2024

https://github.com/vinicamposdev/devops-study

Study notes about DevOps - AWS, Kubernetes, Terraform, Kafka, Ansible, Istio, Prometheus, Elastic Stack

ansible aws devops docker docker-compose elasticstack golang helm hpa ingress ingress-nginx istio k8s kafka kubernetes nginx notes open-telemetry otel terraform

Last synced: 26 Sep 2024

https://github.com/unfunco/chrome-ext-aws-saml-sts

Google Chrome extension that intercepts the SAML assertion when logging into the AWS console and exchanges it for temporary STS credentials.

aws chrome-extension google-chrome google-chrome-extension manifest-v3 react saml sts typescript vite

Last synced: 26 Sep 2024

https://github.com/hk-transfield/cloud-resilient-rails-infrastructure

Terraform configuration for provisioning a simple Ruby-on-Rails web application in AWS using Terraform.

aws ruby-on-rails terraform

Last synced: 26 Sep 2024

https://github.com/rvansant2/terraform-playground

Terraform: Infrastructure as code playground

aws hashicorp hashicorp-terraform infrastructure-as-code terraform

Last synced: 26 Sep 2024

https://github.com/hamidgholami/terraform_lab

Terraform Labratory for preparing Terraform Associated Certificate exam.

aws hashicorp-terraform iac terraform terraform-aws terraform-certification terraform-examples

Last synced: 26 Sep 2024

Amazon Web Services Awesome Lists
awesome-aws 687 DevSecOps 179 awesome-ecs 112 awesome-layers 90 awesome-cdk 114 awesome-cloud-security 151 awesome-aws-amplify 291 awesome-aws-security 158 awesome-runners 36 awesome-aws-certifications 175 awesome-cloud-security 161 awesome-cloudformation 61 AWS-Guide 772 awesome-aws-workshops 203 awesome-eks 142 awesome-go-with-stars 2,789 awesome-sec-s3 43 awesome-aws-amplify-ja 68 awesome-smithy 49 awesome-studio-lab-jp 42 awesome-kubernetes 71 awesome-projen 153 awesome-devops 39 awesome-aws-research 170 LearningDevOpsUkraine 222 awesome-technative 73 awesome-ec2-spot 39
Amazon Web Services Categories
Tutorials - Blogs & tutorials 805 Online Tutorials/Blogs/Presentations 196 Tools 145 Uncategorized 142 Projects using Projen 139 Open Source Repos 135 Appendix of Core Services 112 Social 87 Tutorials - Videos 87 AWS Certified Data Analytics - Specialty (DAS-C01) 86 Blog Posts & Talks 85 Guides, Books, Documentation, and Training 84 SDKs and Samples 77 Layers 76 Websites 69 Meetups 62 Programming and Scripting 59 Machine Learning 58 Learning 55 Native tools 53