Michael Hsieh's repositories
cisco_anomaly_detection
Predictive maintenance using Deep Learning
s3-bucket-photo-viewer
simple bucket photo viewer. Source: https://github.com/awsdocs/aws-doc-sdk-examples/tree/master/javascript/example_code/s3 and https://docs.aws.amazon.com/sdk-for-javascript/v2/developer-guide/s3-example-photos-view.html
amazon-a2i-sample-jupyter-notebooks
Sample Jupyter Notebooks for Amazon Augmented AI (A2I)
amazon-a2i-sample-task-uis
Over 70 example task UIs for Amazon Augmented AI (A2I)
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
amazon-sagemaker-brain-segmentation
A Jupyter notebook w/ script demonstrating how to train an Apache MXNet model for Brain Segmentation on SageMaker using the OASIS dataset
amazon-sagemaker-notebook-instance-lifecycle-config-samples
A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations
amazon-textract-textractor
Analyze documents with Amazon Textract and generate output in multiple formats.
automobile
Analyses and modeling of automobile valuation
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
lending_club
Evaluating 3 machine learning methods on a loan dataset.
sagemaker-battlesnake-ai
Starter pack to build an AI for Battlesnake with Amazon Sagemaker more content on wiki:
sagemaker-defect-detection
Detect Defects in Products from their Images using Amazon SageMaker
SageMaker-Examples
SageMaker example collection. You can find various use cases of SageMaker features for machine learning.
sagemaker-gpu-performance-io-deeplearning
GPU IO optimizations for Deep Learning - Illustrated with Caltech 256 dataset on SageMaker. Here, we will be focusing on optimizations for improving I/O for GPU performance tuning. You can typically obtain 10X improvements in overall GPU training performance by just optimizing IO processing routines
sagemaker-immersion-day-website
This repo contains website for sagemaker immersion day.
sagemaker-studio-custom-image-samples
This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio
timeseries_forecasting
Learning project on timeseries forecasting using AR modeling and LSTM neural network.