melissaoliveira's Stars
aws-solutions/discovering-hot-topics-using-machine-learning
The Discovering Hot Topics Using Machine Learning solution helps brand-conscious customers understand the most popular topics being actively discussed by ingesting digital assets and performing near real-time inferences and analytics
huggingface/datasets
š¤ The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
aws-samples/aws-sagemaker-custom-spoken-language-detection
aws-samples/amazon-sagemaker-autopilot-demo
DemostraciĆ³n de Amazon SageMaker Autopilot realizando una clasificaciĆ³n multiclase.
aws-samples/classify-news-amazon-sagemaker-hugging-face
aws-samples/sagemaker-huggingface-nlp
aws-samples/amazon-sagemaker-huggingface-benchmark
Benchmarking the trade-offs between cost, train time, and performance for fine-tuning HuggingFace models with distributed training on Amazon SageMaker.
awslabs/aws-customer-churn-pipeline
An End to End Customer Churn Prediction solution using AWS services.
aws-samples/amazon-sagemaker-data-wrangler-hospital-readmission-prediction
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.
aws-samples/amazon-sagemaker-asynchronous-inference-computer-vision
awslabs/sagemaker-churn-prediction-text
aws-samples/amazon-sagemaker-autopilot-feature-engineering-transformer-and-model-explainability
This repository contains sample code to generate SHAP plots out of the SageMaker autopilot.
aws-samples/quicksight-sagemaker-integration-blog
aws-samples/amazon-sagemaker-deploy-nlp-huggingface
aws-samples/automl-pipeline-with-autogluon-sagemaker-lambda
A code-free AutoML pipeline with AutoGluon, Amazon SageMaker, and AWS Lambda.
aws-samples/amazon-sagemaker-endpoint-deployment-of-fastai-model-with-torchserve
Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint
aws-samples/amazon-sagemaker-bert-classify-pytorch
This sample show you how to train BERT on Amazon Sagemaker using Spot instances
aws-samples/TensorFlow-in-SageMaker-workshop
Running your TensorFlow models in Amazon SageMaker
aws-samples/sagemaker-101-workshop
Hands-on demonstrations for data scientists exploring Amazon SageMaker
philschmid/huggingface-sagemaker-workshop-series
Enterprise Scale NLP with Hugging Face & SageMaker Workshop series
aws-samples/amazon-sagemaker-bert-pytorch
awslabs/sagemaker-dashboards-for-ml
aws/sagemaker-pytorch-inference-toolkit
Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
aws/sagemaker-pytorch-training-toolkit
Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
aws-samples/amazon-sagemaker-keras-text-classification
A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker
awslabs/amazon-sagemaker-mlops-workshop
Machine Learning Ops Workshop with SageMaker: lab guides and materials.
aws/sagemaker-tensorflow-training-toolkit
Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
awsdocs/amazon-sagemaker-developer-guide
The open source version of the Amazon SageMaker docs
udacity/ML_SageMaker_Studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
awslabs/amazon-sagemaker-workshop
Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more