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amazon-a2i-sample-jupyter-notebooks

Sample Jupyter Notebooks for Amazon Augmented AI (A2I)

amazon-kinesis-analytics-beam-taxi-consumer

Sample Apache Beam pipeline that can be deployed to Kinesis Data Analytics for Java Applications. It reads taxi events from a Kinesis data stream, processes and aggregates them, and ingests the result to Amazon CloudWatch for visualization.

amazon-kinesis-video-streams-parser-library

Amazon Kinesis Video Streams parser library is for developers to include in their applications that makes it easy to work with the output of video streams such as retrieving frame-level objects, metadata for fragments, and more.

amazon-neptune-samples

Samples and documentation for using the Amazon Neptune graph database service

amazon-sagemaker-architecting-for-ml

Materials for a 3-day instructor led course on applying machine learning

amazon-sagemaker-examples

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

amazon-sagemaker-mlops-workshop

Machine Learning Ops Workshop with SageMaker: lab guides and materials.

autogluon

AutoGluon: AutoML Toolkit for Deep Learning

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

aws-cli

Universal Command Line Interface for Amazon Web Services

aws-data-wrangler

Utility belt to handle data on AWS.

aws-database-migration-samples

A set of sample database and associated items to allow customers to among other things follow along with published database migration recipes.

aws-dbs-refarch-datalake

Reference Architectures for Datalakes on AWS

aws-dbs-refarch-graph

Reference Architectures for Graph Databases on AWS

aws-dbs-refarch-rdbms

Reference Architectures for Relational Databases on AWS

aws-etl-orchestrator

A serverless architecture for orchestrating ETL jobs in arbitrarily-complex workflows using AWS Step Functions and AWS Lambda.

aws-glue-data-catalog-replication-utility

Replication utility for AWS Glue Data Catalog

aws-glue-libs

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

aws-glue-samples

AWS Glue code samples

aws-lambda-redshift-copy

AWS Lambda function that runs the copy command into Redshift

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

bookmark-utils

This repository contains the code for utility developed for bookmark functionality in AWS Glue Python jobs

boto3

AWS SDK for Python

course_aws_certified_machine_learning

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

dask-tutorial

Dask tutorial

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

datawig

Imputation of missing values in tables.

deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.