As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges is getting visibility into their data for feature engineering and data format conversions for using AWS SageMaker. In this workshop, we demonstrate best practices and build data pipelines for training data using…
☆63Nov 28, 2018Updated 7 years ago
Alternatives and similar repositories for aws-ml-data-lake-workshop
Users that are interested in aws-ml-data-lake-workshop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collection of Cloud Formation Templates, Lambda Scripts and sample code required to provision an AWS Data Lake for a ReInvent Lab Exercis…☆26Apr 9, 2019Updated 6 years ago
- A workshop demonstrating the capabilities of S3, Athena, Glue, Kinesis, and Quicksight.☆158Mar 24, 2020Updated 6 years ago
- Reference Architectures for Datalakes on AWS☆78May 13, 2020Updated 5 years ago
- A self-paced workshop designed to allow you to get hands on with building a real-time data platform using serverless technologies such as…☆22Dec 3, 2018Updated 7 years ago
- CloudFormation templates and scripts to setup the AWS services for the workshop, Athena & Redshift Spectrum queries☆176Apr 28, 2020Updated 5 years ago
- ☆16Jul 29, 2021Updated 4 years ago
- Supporting code, Dockerfile, and Jupyter notebook for an end to end tutorial on Amazon SageMaker and EMR.☆28Jan 14, 2026Updated 2 months ago
- The objective of Cloud Builders' Day repository is to provide do-it-yourself lab guides for several AWS services including but not limite…☆11Aug 20, 2020Updated 5 years ago
- This repository contains an example of creating a pipeline to deploy an AWS Step Function State Machine.☆21Jun 11, 2020Updated 5 years ago
- Repository for AWS DBS Reference Architectures - Enterprise Data Warehousing☆35Jan 17, 2019Updated 7 years ago
- Workshop - Using AWS Lake Formation ML Transforms to cleanse the data in a data lake☆14Dec 22, 2019Updated 6 years ago
- Cross region continuous deployment pipeline for developing high availability applications using AWS CodePipeline☆12Nov 15, 2018Updated 7 years ago
- ☆22Jul 14, 2020Updated 5 years ago
- This reference architecture demonstrates the use of AWS Step Functions to orchestrate an Extract Transfer Load (ETL) workflow with AWS La…☆24Jun 16, 2020Updated 5 years ago
- A deployable reference implementation intended to address pain points around conceptualizing data lake architectures that automatically c…☆401Jun 3, 2024Updated last year
- Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC☆15Jul 9, 2020Updated 5 years ago
- Lab Materials for re:Invent 2018 workshop - Hands on with Advanced CloudFormation Techniques and New Features.☆80Oct 11, 2019Updated 6 years ago
- Lets customers use Clouformation to create a VPC with ASG and two load balanced web servers. Customer will create a code pipeline to auto…☆17Dec 2, 2019Updated 6 years ago
- The sample code provides a deploy function and an executable to easily deploy an Amazon Lex bot based on a Lex Schema file.☆23Nov 2, 2023Updated 2 years ago
- A serverless framework for continuous machine learning pipeline automation☆14Aug 18, 2020Updated 5 years ago
- Reference Architectures for Relational Databases on AWS☆26Dec 1, 2020Updated 5 years ago
- A packaged Data Lake solution, that builds a highly functional Data Lake, with a data catalog queryable via Elasticsearch☆73Dec 27, 2020Updated 5 years ago
- A workshop about AWS WAF Classic and the WAF Security Automations Solution☆20Feb 19, 2021Updated 5 years ago
- This repo provides a managed SageMaker jupyter notebook with a number of notebooks for hands on workshops in data lakes, AI/ML, Batch, Io…☆127Jan 17, 2026Updated 2 months ago
- AppSync Events frontend sample implementation☆12Nov 16, 2024Updated last year
- A serverless architecture for orchestrating ETL jobs in arbitrarily-complex workflows using AWS Step Functions and AWS Lambda.☆345Mar 29, 2024Updated last year
- ☆18Jun 6, 2022Updated 3 years ago
- Learn how to build Alexa Skills with AWS Services.☆26May 20, 2024Updated last year
- Deliver Pinpoint Campaigns Driven by Machine Learning on AWS SageMaker☆18Feb 10, 2019Updated 7 years ago
- This GitHub project provides a series of lab exercises which help users get started using the Redshift platform.☆53Mar 31, 2021Updated 4 years ago
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆70Mar 28, 2024Updated last year
- Lab Instructions for Data Engineering Immersion Day☆197Jan 26, 2026Updated last month
- ☆12Sep 25, 2021Updated 4 years ago
- This repo contains a sample application composed of a web application supported by two serverless microservices. The microservices will b…☆36Nov 10, 2023Updated 2 years ago
- Deploy Machine Learning Pipeline on AWS Fargate☆13Dec 8, 2022Updated 3 years ago
- Guidance for Clickstream Analytics on AWS source code☆87Oct 13, 2025Updated 5 months ago
- This workshop will show solutions architects how to take advantage of a petabyte scale distributed file system for various application wo…☆28Jul 7, 2020Updated 5 years ago
- ☆18Apr 20, 2022Updated 3 years ago
- Workshop exercise materials for re:Invent 2017 - SID 341: Using AWS CloudTrail Logs for Scalable, Automated Anomaly Detection☆55Apr 8, 2019Updated 6 years ago