aws / studio-lab-examples
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
β704Updated 7 months ago
Alternatives and similar repositories for studio-lab-examples:
Users that are interested in studio-lab-examples are comparing it to the libraries listed below
- AWS Deep Learning Containers are pre-built Docker images that make it easier to run popular deep learning frameworks and tools on AWS.β1,055Updated this week
- β289Updated 4 months ago
- Train machine learning models within a π³ Docker container using π§ Amazon SageMaker.β506Updated last month
- Machine Learning University: Decision Trees and Ensemble Methodsβ251Updated 6 months ago
- β71Updated last week
- β139Updated 11 months ago
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.β407Updated 2 months ago
- Serve machine learning models within a π³ Docker container using π§ Amazon SageMaker.β402Updated last year
- A 90-minute hands on workshop about Hugging Face on SageMaker.β28Updated 3 years ago
- MLOps workshop with Amazon SageMakerβ98Updated last week
- mlops templateβ267Updated 2 months ago
- Repo with resources to pass the AWS ML Specialty examβ138Updated 4 years ago
- A curated list of references for Amazon SageMakerβ164Updated last year
- β19Updated 2 years ago
- Repository for training and deploying Generative AI models, including text-text, text-to-image generation and prompt engineering playgrouβ¦β142Updated 2 weeks ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDKβ139Updated last week
- β222Updated 7 months ago
- Hands-on workshop for distributed training and hosting on SageMakerβ133Updated last month
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurationsβ427Updated 11 months ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use thβ¦β134Updated 3 weeks ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMakerβ310Updated last year
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studioβ130Updated last year
- β252Updated this week
- Materials for a 2-day instructor led course on applying machine learningβ201Updated 3 years ago
- Use LLMs for building real-world appsβ111Updated 2 months ago
- β244Updated 8 months ago
- Generative AI on AWSβ542Updated 5 months ago
- Learn Amazon SageMakerβ105Updated 2 years ago
- Scale complete ML development with Amazon SageMaker Studioβ157Updated 4 months ago
- Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at hβ¦β138Updated 5 months ago