Aaron Sengstacken's Projects
š Easily create a beautiful website using Academic, Hugo, and Netlify
My Homework for Aritificial Intelligence for Robotics-Udacity CS373 course taught by Sebastian Thrun
Notebooks and examples on how to onboard and use various features of Amazon Forecast.
Example š Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using š§ Amazon SageMaker.
An advanced Amazon SageMaker workshop demonstrating how to build a custom algorithm in PyTorch.
Examples of ML implementations of anomaly detection techniques using Amazon SageMaker
This is the repository for OpenData tutorial content by MLSL.
Repository for demos, labs, and other fun machine learning projects using AWS
sample code to use OpenCV for camera calibration
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
CUAD
General repository for small projects, instructions, and examples
Audio analysis using machine learning
Quick demo to solve the scramble squares dog puzzle
My dotfiles
Starter app for fastai v3 model deployment on Render
(WIP local draft) A collection of notebooks and resources to operate an Amazon Forecast POC in a box.
Demonstrating the basic functionality of Amazon Fraud Detector
Complete deep learning project developed in Full Stack Deep Learning, Spring 2021
Example application to search for similar images within a dataset using ML embeddings
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Repository of SageMaker Machine Learning Labs
Notebooks using the Hugging Face libraries š¤
Python code for analysing object detection metrics