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60 search results found
Amazon Sagemaker Examples
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9,221
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Gluonts
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4,288
Probabilistic time series modeling in Python
Sagemaker Python Sdk
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1,994
A library for training and deploying machine learning models on Amazon SageMaker
Runhouse
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667
Create and share production-quality backend apps and services anywhere. Unobtrusive, debuggable, PyTorch-like APIs for your world of infra.
Studio Lab Examples
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539
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
Sagemaker Training Toolkit
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430
Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
Syne Tune
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342
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
Sagemaker Inference Toolkit
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336
Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.
Mlops Platforms
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308
Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
Sagemaker Spark
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285
A Spark library for Amazon SageMaker.
Renate
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263
Library for automatic retraining and continual learning
Amazon Sagemaker Local Mode
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220
Amazon SageMaker Local Mode Examples
Sagemaker Ssh Helper
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158
A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)
Sagemaker Debugger
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155
Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors
Aws Ai Ml Workshop Kr
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147
A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
Awesome Sagemaker
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135
A curated list of references for Amazon SageMaker
Aws Ml Jp
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120
SageMakerで機械学習モデルを構築、学習、デプロイする方法が学べるNotebookと教材集
Sagemaker Xgboost Container
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109
This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use their own XGBoost scripts in SageMaker.
Datajob
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99
Build and deploy a serverless data pipeline on AWS with no effort.
Fraud Detection Using Machine Learning
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98
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
Aws Lambda Docker Serverless Inference
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88
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
Sagemaker Explaining Credit Decisions
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87
Amazon SageMaker Solution for explaining credit decisions.
Amazon Sagemaker Mlops Workshop
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74
MLOps workshop with Amazon SageMaker
Deep Learning With Deep Lens
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63
Clip Container
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58
A containerized REST API around OpenAI's CLIP model.
Aws Machine Learning Foundations Scholarship
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53
Udacity AWS ML Foundations Scholarship Course Walkthrough
Sagemaker Sparkml Serving Container
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46
This code is used to build & run a Docker container for performing predictions against a Spark ML Pipeline.
Amazon Sagemaker Drift Detection
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45
This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection
Sagemaker Pipeline
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44
Sagemaker pipeline for AWS Summit New York
Ai Makerspace
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43
AI Makerspace: Blueprints for developing machine learning applications with state-of-the-art technologies.
Amazon Sagemaker Edge Defect Detection Computer Vision
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40
Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker
Sagemaker Controller
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33
ACK service controller for Amazon SageMaker
Managed_ml_systems_and_iot
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32
Managed Machine Learning Systems and Internet of Things Live Lesson
Awesome Aws Research
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30
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources for Academic Researchers new to AWS
Syntheticsun
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23
SyntheticSun is a defense-in-depth security automation and monitoring framework which utilizes threat intelligence, machine learning, managed AWS security services and, serverless technologies to continuously prevent, detect and respond to threats.
Awskrusergroup
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20
AWS SageMaker를 이용한 MLOps와 LLMOps
Sagemaker End To End Workshop
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20
Hands-on end-to-end workshop to explore Amazon SageMaker.
Aws Customer Churn Pipeline
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19
An End to End Customer Churn Prediction solution using AWS services.
Ai_book
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17
AI book for everyone
Deploymachinelearningmodels
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15
This Repo Contains Deployment of Machine Learning Models on various cloud services like Azure, Heroku, AWS,GCP etc
Sfguide Recommender Pipeline
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14
Snowflake Guide: Building a Recommendation Engine Using Snowflake & Amazon SageMaker
Reinvent2020 Aim404 Productionize R Using Amazon Sagemaker
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11
Customers using R can run simulation and machine learning securely and at scale with Amazon SageMaker while also reducing the cost of development by using the fully elastic resources in the cloud. In this demo, learn how to build, train, and deploy statistical and ML models in R at scale using Amazon SageMaker from your IDE.
Demo Rosa Sagemaker
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10
How to use ROSA with AWS sagemaker
Hands On Lab Neo4j And Bedrock
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9
Hands on lab for Neo4j and Amazon Bedrock
Hub
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8
Public reusable components for Polyaxon
Amlsim_python_lab
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8
Kedro Sagemaker
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8
Kedro Plugin to support running pipelines on AWS SageMaker.
Sagemaker R Sdk
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8
A library for training and deploying machine learning models on Amazon SageMaker using R through paws sdk
Inference Server
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8
Deploy your AI/ML model to Amazon SageMaker for real-time inference using your own Docker container image.
Sd Webui Sagemaker
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8
Stable Diffusion Web UI Notebook for Sagemaker
Datawig Sagemaker
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7
Wraps https://github.com/awslabs/datawig into a SageMaker Docker container.
Sagemaker_nlp_examples
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7
NLP examples(almost Japanese) on AWS
Ppe Detector
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7
PPE Detector
Amazon Sagemaker Clip Search
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7
Build a machine learning (ML) powered search engine prototype to retrieve and recommend products based on text or image queries
Sagemaker Example Notebooks Testing
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7
A continuous integration (CI) system for 📓 Jupyter notebooks, built using 🧠 Amazon SageMaker.
Sample Mnist Digit Recognition Sagemaker
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6
Demo to run the MNIST handwritten digit model on a locally running SageMaker endpoint
Sagemaker Rightline
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6
A Python package that eases validation of properties of a SageMaker Pipeline object.
Stcv
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6
Development kit for Computer Vision thought to be used on SageMaker
Churn Prediction With Text And Interpretability
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5
Predict customer churn with text and interpretability.
Metamaker
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5
Simple command line tool to train and deploy your machine learning models with AWS SageMaker
Amazon Sagemaker Data Wrangler Hospital Readmission Prediction
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5
This is an example to demonstrate Amazon SageMaker Data Wrangler capabilities. The workshop showcases entire ML workflow steps for Diabetic Patient Readmission Dataset from UCI.
Ml Lineage Helper
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5
A wrapper around SageMaker ML Lineage Tracking extending ML Lineage to end-to-end ML lifecycles, including additional capabilities around Feature Store groups, queries, and other relevant artifacts.
M5 Prediction Accuracy
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5
Perform sales unit prediction by SageMaker.
Amazon Sagemaker Predictive Maintenance Deployed At Edge
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5
This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Amazon SageMaker, Amazon Polly and the AWS IoT suite.
Aws Machine Learning
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5
AWS Maching Learning Foundations Scholarship
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