michaelhsieh42

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.

amazon-sagemaker-statistical-simulation-rstudio

This is a solution that allows you to offload a resource intensive Monte-Carlo simulation to more powerful machines on Amazon SageMaker, while still being able to develop your scripts in your RStudio IDE.

aws-fargate-with-rstudio-open-source

This project delivers AWS CDK Python code to provision serverless infrastructure in AWS Cloud to run Open Source RStudio Server and Shiny.

machine-learning-pipelines-for-multimodal-health-data

reinvent2020-aim404-productionize-r-using-amazon-sagemaker

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.

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.

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

michaelhsieh42/cisco_anomaly_detection

Predictive maintenance using Deep Learning

michaelhsieh42/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

michaelhsieh42/amazon-a2i-sample-jupyter-notebooks

Sample Jupyter Notebooks for Amazon Augmented AI (A2I)

michaelhsieh42/amazon-a2i-sample-task-uis

Over 70 example task UIs for Amazon Augmented AI (A2I)

michaelhsieh42/amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

michaelhsieh42/amazon-kendra-langchain-extensions

michaelhsieh42/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

michaelhsieh42/amazon-sagemaker-notebook-instance-lifecycle-config-samples

A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations

michaelhsieh42/amazon-textract-textractor

Analyze documents with Amazon Textract and generate output in multiple formats.

michaelhsieh42/AnalysesNotebooks

michaelhsieh42/automobile

Analyses and modeling of automobile valuation

michaelhsieh42/deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

michaelhsieh42/DeeplensWorkshop

michaelhsieh42/lending_club

Evaluating 3 machine learning methods on a loan dataset.

michaelhsieh42/planets2

michaelhsieh42/sagemaker-battlesnake-ai

Starter pack to build an AI for Battlesnake with Amazon Sagemaker more content on wiki:

michaelhsieh42/sagemaker-defect-detection

Detect Defects in Products from their Images using Amazon SageMaker

michaelhsieh42/SageMaker-Examples

SageMaker example collection. You can find various use cases of SageMaker features for machine learning.

michaelhsieh42/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

michaelhsieh42/sagemaker-immersion-day-website

This repo contains website for sagemaker immersion day.

michaelhsieh42/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

michaelhsieh42/sagemaker-studio-lifecycle-config-examples

michaelhsieh42/sagemaker-workshop

michaelhsieh42/timeseries_forecasting

Learning project on timeseries forecasting using AR modeling and LSTM neural network.