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adb_workshop

adflab

Azure Data Factory hands-on lab, self-paced. Learn how to lift & shift SSIS packages to the Cloud with ADF. Build new ETL pipelines in ADF, transform data at scale, load Azure Data Warehouse data marts. Also walks through operationalizing ADF pipelines with scheduling and monitoring modules.

amazon-kinesis-analytics-taxi-consumer

Sample Apache Flink application that can be deployed to Kinesis Analytics for Java. It reads taxi events from a Kinesis data stream, processes and aggregates them, and ingests the result to an Amazon Elasticsearch Service cluster for visualization with Kibana.

amazon-sagemaker-stock-prediction

Workshop to demonstrate how to apply NN based algorithms to stock market data and forecast price movements.

aml-service-labs

analyzing-reddit-sentiment-with-aws

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime.

aws-alexa-workshop

Learn how to build Alexa Skills with AWS Services.

aws-big-data-blog

aws-bookstore-demo-app

AWS Bookstore Demo App is a full-stack sample web application that creates a storefront (and backend) for customers to shop for fictitious books. The entire application can be created with a single template.

aws-lex-net-chatbot

The ASP.NET Core ChatBot application featured here allows you to order flowers using Amazon Lex. The application is built with C#, AWS .NET SDK, and AWS Toolkit for Visual Studio and is deployed on Amazon EC2.

aws-modern-application-workshop

A tutorial for developers that want to learn about how to build modern applications on top of AWS. You will build a sample website that leverages infrastructure as code, containers, serverless code functions, CI/CD, and more.

aws-serverless-airline-booking

Airline Booking is a complete web application that provides Flight Search, Flight Payment, Flight Booking, Flight Preferences and Loyalty points including end-to-end testing, GraphQL and CI/CD. This web application is the theme of Build on Serverless Season 2 on AWS Twitch running from April 24th until end of July.

data-ai-iot

Readiness for Data and AI and IoT

data-engineering-for-aws-immersion-day

Lab Instructions for Data Engineering Immersion Day

databricks

Repository of sample Databricks notebooks

dataengineering-with-databricks

eks-kubeflow-workshop

Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other examples

hgpa

HGPA's Personal Notes

learnai-airlift

This repository contains training content related to the AI

learnai-bootcamp

LearnAI Boot Camp Training Materials

learnai-designingandarchitectingintelligentagents

This GitHub contains course materials related to Designing and Architecting Intelligent Agents

learnai-knowledgeminingbootcamp

Learn to build an enterprise scale intelligent search solution for searching business documents using Microsoft Azure and Cognitive Search

learnai_azure_ml

This repository contains training material related to Azure and Machine Learning

learnanalytics-public

This is to publish the content we develop around training to a public repository for partner consumption.

pycon-canada

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

pytorchintro

An Absolute Beginners Guide to Machine Learning with PyTorch

redshift-immersionday-labs

This GitHub project provides a series of lab exercises which help users get started using the Redshift platform.