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agile_data_code_2

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

ai-for-big-data

This is part of the Artificial Intelligence live course, hosted by Packtpub. In this repository, you can find information to build your environment and the files of the coding exercises that will be covered during the live session.

airflow-tutorial

Airflow basics tutorial

amazon-polly-sample

Sample application for Amazon Polly. Allows to convert any blog into an audio podcast.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amis

Documentation for Bitfusion AWS Market AMIs

apache-airflow-course

Public source code for the Udemy online course Apache Airflow: Complete Hands-On Beginner to Advanced Class.

automating-governance-sample

Sample pipeline for handling of security events in AWS.

awesome-apache-airflow

Curated list of resources about Apache Airflow

aws-ai-bootcamp-labs

This library holds a collection of Notebooks and code examples for AWS AI Bootcamps.

aws-bigdata-2018

aws-building-data-lake-reinvent-session-stg206

Collection of Cloud Formation Templates, Lambda Scripts and sample code required to provision an AWS Data Lake for a ReInvent Lab Exercise

aws-cloud9-scala-spark-setup

Setting up AWS Cloud9 with spark and Scala runner

aws-distributed-training-workshop-eks

aws-fluent-plugin-kinesis

Fluent Plugin for Amazon Kinesis

aws-glue-samples

AWS Glue code samples

aws-machine-learning-university-accelerated-tab

Machine Learning University: Accelerated Tabular Data Class

aws-ml-guide

AWS Certified Machine Learning-Specialty (ML-S) Guide

aws-python-sample

Sample project to demonstrate usage of the AWS SDK for Python

aws-rekognition-workshop-twitter-bot

This workshop walks you through creating a smart image cropping rekognition powered twitter bot.

aws-sagemaker-build

Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S3 and GitHub events

aws-sagemaker-segmentation-example

A tutorial on how to build, train, and deploy advanced CNN architectures U-Net and ENet for per-pixel binary segmentation on SageMaker.

aws-secure-cross-account-data-loader

This code demonstrates the architecture featured on the AWS big data blog (https://aws.amazon.com/blogs/big-data/ ) on securely accessing Amazon Redshift clusters across accounts by dynamically controlling the ingress rules of the clusters.

aws-security-essentials

AWS Security Essentials Conference Talk and 1 Day Workshop

aws-serverless-chatbot-sample

Reference code for running a Slack chatbot using AWS Lambda and Amazon API Gateway.

aws-workshop-for-kubernetes

AWS Workshop for Kubernetes

aws_mlstack_tutorial

Tutorial covering training+deploying MXNet on AWS Sagemaker or AWS EC2 + Lambda/Batch

azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions

book-resources

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL