aws-samples / amazon-sagemaker-architecting-for-ml
Materials for a 2-day instructor led course on applying machine learning
☆200Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for amazon-sagemaker-architecting-for-ml
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆384Updated 3 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated 11 months ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆325Updated 3 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆171Updated 2 weeks ago
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆165Updated 4 years ago
- Learn Amazon SageMaker☆103Updated last year
- Amazon SageMaker Solution for explaining credit decisions.☆95Updated last year
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆47Updated last year
- ☆152Updated last year
- A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker☆109Updated 4 years ago
- SageMaker specific extensions to TensorFlow.☆54Updated 4 months ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆69Updated last year
- How to train a custom NLP classifier with AWS Comprehend?☆28Updated 4 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆125Updated last month
- The open source version of the Amazon SageMaker docs☆250Updated last year
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆22Updated 4 years ago
- WARNING: This package has been deprecated. Please use the SageMaker Training Toolkit for model training and the SageMaker Inference Toolk…☆185Updated 4 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆297Updated last year
- AWS Certified Machine Learning - Specialty (MLS-C01)☆163Updated last year
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆137Updated 3 years ago
- A Spark library for Amazon SageMaker.☆300Updated 2 weeks ago
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Updated last year
- AI_ML_Workshops☆51Updated 4 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆42Updated 3 years ago
- As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges i…☆61Updated 5 years ago
- Build, train & debug, and deploy & monitor with Amazon SageMaker☆120Updated 2 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆142Updated last year
- A curated list of references for Amazon SageMaker☆158Updated 10 months ago