Aaron Sengstacken's repositories
sam-pytorch-image-classification
An example project showing how to use AWS Lambda to deploy your PyTorch model
amazon-forecast-samples
Notebooks and examples on how to onboard and use various features of Amazon Forecast.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠Amazon SageMaker.
amazon-sagemaker-pytorch-workshop
An advanced Amazon SageMaker workshop demonstrating how to build a custom algorithm in PyTorch.
anomalydetection
Examples of ML implementations of anomaly detection techniques using Amazon SageMaker
aws-open-data-satellite-lidar-tutorial
This is the repository for OpenData tutorial content by MLSL.
aws_machine_learning
Repository for demos, labs, and other fun machine learning projects using AWS
camera.calibration
sample code to use OpenCV for camera calibration
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
cuad
CUAD
DataScience
General repository for small projects, instructions, and examples
deep.audio
Audio analysis using machine learning
dotfiles
My dotfiles
forecast-poc
(WIP local draft) A collection of notebooks and resources to operate an Amazon Forecast POC in a box.
fraud-detector-poc
Demonstrating the basic functionality of Amazon Fraud Detector
fsdl-text-recognizer-2021-labs
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
image.similarity
Example application to search for similar images within a dataset using ML embeddings
industry-machine-learning
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
notebooks
Notebooks using the Hugging Face libraries 🤗
object-detection-metrics
Python code for analysing object detection metrics
SageMaker-MLOPs-Workshop-Agenda
SageMaker-MLOPs-Workshop-Agenda
sagemaker_deploy
Examples of deployment options for ML models using Amazon SageMaker
sengstacken
Personal Rep
webtraffic
SageMaker Example for Web Traffic Classification. This is a multi-class classification problem using XGBoost