aws / amazon-sagemaker-examplesLinks
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
☆10,806Updated last month
Alternatives and similar repositories for amazon-sagemaker-examples
Users that are interested in amazon-sagemaker-examples are comparing it to the libraries listed below
Sorting:
- A library for training and deploying machine learning models on Amazon SageMaker☆2,208Updated this week
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,421Updated last year
- AWS Deep Learning Containers are pre-built Docker images that make it easier to run popular deep learning frameworks and tools on AWS.☆1,116Updated this week
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆522Updated last month
- Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!☆746Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,623Updated 2 years ago
- pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoD…☆4,078Updated last week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,223Updated last year
- Fit interpretable models. Explain blackbox machine learning.☆6,710Updated 3 weeks ago
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆389Updated 4 years ago
- DeepRacer workshop content. This Guidance demonstrates how software developers can use an Amazon SageMaker Notebook instance to directly …☆1,252Updated last year
- https://huyenchip.com/ml-interviews-book/☆4,328Updated 7 months ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,045Updated 4 years ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,939Updated last year
- Notebooks and examples on how to onboard and use various features of Amazon Forecast.☆526Updated 2 years ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆430Updated last year
- System design patterns for machine learning☆2,789Updated 4 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆19,604Updated this week
- ☆317Updated 2 months ago
- ☆8,435Updated last year
- In this AWS Machine Learning Specialty Course, You will gain first-hand experience on how to train, optimize, deploy, and integrate ML in…☆238Updated 7 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆11,608Updated 2 years ago
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆3,750Updated 2 weeks ago
- Notebooks and examples on how to onboard and use various features of Amazon Personalize☆598Updated last month
- Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https:…☆270Updated 5 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,511Updated last year
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆7,159Updated 4 months ago
- Code for the online course "Deployment of Machine Learning Models"☆872Updated last year
- Code and associated files for the deploying ML models within AWS SageMaker☆477Updated last year
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,017Updated this week