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GitHub / apac-ml-tfc 22 Repositories

apac-ml-tfc/textract-demo

Enhancing Amazon Textract with pre- and post-processing

Language: Python - Size: 20 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 20 - Forks: 68

apac-ml-tfc/sagemaker-workshop-100

Language: Python - Size: 138 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 7

apac-ml-tfc/personalize-demo Fork of panyapoc/ItemStorePersonalize

An example using Amazon Personalize to generate recommendations for a fictional online store

Language: Jupyter Notebook - Size: 44.2 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 6

apac-ml-tfc/sagemaker-model-import

Examples for importing existing/pre-trained models into SageMaker hosting

Language: Jupyter Notebook - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

apac-ml-tfc/recommender-workshop

Under construction

Language: Jupyter Notebook - Size: 113 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 6

apac-ml-tfc/personalize-poc

Customized Amazon Personalize PoC-in-a-Box materials

Language: Jupyter Notebook - Size: 7.75 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 5

apac-ml-tfc/nlp-bert

Various NLP examples based on transformers

Language: Jupyter Notebook - Size: 9.24 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 2

apac-ml-tfc/ml-deployment Fork of tvkpz/ml-deployment

Code repository for the coding examples shown in ML Innovate 2020

Size: 2.2 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 2

apac-ml-tfc/image_enhancement Fork of bbonik/image_enhancement

Library of Python functions for various types of image enhancement

Size: 17.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

apac-ml-tfc/fraud-detector-poc

Demonstrating the basic functionality of Amazon Fraud Detector

Language: Jupyter Notebook - Size: 50.8 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

apac-ml-tfc/forecast-poc Fork of wayne00/ForecastPOC

(WIP local draft) A collection of notebooks and resources to operate an Amazon Forecast POC in a box.

Language: Jupyter Notebook - Size: 52 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

apac-ml-tfc/cv_workshop_intro

Introductory level Computer Vision workshop that includes Ground Truth, Sagemaker and Rekognition Custom Labels

Language: Jupyter Notebook - Size: 2.51 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 3

apac-ml-tfc/connect-personalize-demo Fork of santanu-dey/connect-personalize-demo

DRAFT demo of past-interaction-based call routing with Amazon Connect and Amazon Personalize

Language: Jupyter Notebook - Size: 396 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

apac-ml-tfc/computer-vision-workshops Fork of pedrojpaez/cv_workshop

A set of workshops on computer vision with AWS

Language: Python - Size: 29.2 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 18

apac-ml-tfc/amazon-sagemaker-examples Fork of aws/amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

Language: Jupyter Notebook - Size: 265 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

apac-ml-tfc/amazon-sagemaker-direct-marketing-workshop

A basic Amazon SageMaker workshop demonstrating the machine learning workflow from data preparation to model deployment using direct marketing data.

Language: Jupyter Notebook - Size: 563 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

apac-ml-tfc/amazon-sagemaker-pytorch-workshop

An advanced Amazon SageMaker workshop demonstrating how to build a custom algorithm in PyTorch.

Language: Jupyter Notebook - Size: 257 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

apac-ml-tfc/frugal-mlops

MLOps example with an emphasis on re-using (rather than re-building) artifacts

Language: Jupyter Notebook - Size: 461 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 2

apac-ml-tfc/sagemaker-byod

Bring your own data Sagemaker workhsop

Language: Jupyter Notebook - Size: 27 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

apac-ml-tfc/sagemaker-workshop-101

Hands-on demonstrations for data scientists exploring SageMaker

Language: Jupyter Notebook - Size: 571 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 46 - Forks: 27

apac-ml-tfc/forecasting-workshop Fork of pedrojpaez/forecastworkshop

A workshop on timeseries forecasting with Amazon SageMaker and Amazon Forecast

Language: Jupyter Notebook - Size: 42.6 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 8

apac-ml-tfc/intro-to-mlops

Introductory workshop for ML workflow automation and governance

Language: Python - Size: 4.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 3