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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-kendra-langchain-extensions

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-examples

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

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.

analysesnotebooks

automobile

Analyses and modeling of automobile valuation

cisco_anomaly_detection

Predictive maintenance using Deep Learning

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplensworkshop

lending_club

Evaluating 3 machine learning methods on a loan dataset.

planets2

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

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

sagemaker-studio-lifecycle-config-examples

sagemaker-workshop

timeseries_forecasting

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