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59 search results found

Amazon Sagemaker Examples ⭐ 9,221

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

Studio Lab Examples ⭐ 539

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!

Hello Aws Data Services ⭐ 171

AWS Data/MLServices sample code & notes for my LinkedIn Learning courses

Repo 2018 ⭐ 166

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Aws Ai Ml Workshop Kr ⭐ 147

A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

Sagemaker Run Notebook ⭐ 131

Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events

Aws Ml Jp ⭐ 120

SageMakerで機械学習モデルを構築、学習、デプロイする方法が学べるNotebookと教材集

Fraud Detection Using Machine Learning ⭐ 98

Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

Aws Lambda Docker Serverless Inference ⭐ 88

Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

Amazon Sagemaker Mlops Workshop ⭐ 74

MLOps workshop with Amazon SageMaker

Sagemaker 101 Workshop ⭐ 67

Hands-on demonstrations for data scientists exploring Amazon SageMaker

Deep Learning With Deep Lens ⭐ 63

Sagemaker Distribution ⭐ 59

A set of Docker images that include popular frameworks for machine learning, data science and visualization.

Towards Agi ⭐ 55

A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)

Generative Ai On Aws Immersion Day ⭐ 40

Generative AI on AWS Immersion Day

Aws For Bioinformatics ⭐ 38

AWS for Bioinformatics Researchers

Aws Is How ⭐ 37

Know How Guide and Hands on Guide for AWS

Managed_ml_systems_and_iot ⭐ 32

Managed Machine Learning Systems and Internet of Things Live Lesson

Musinsaigo ⭐ 26

Using SageMaker and LoRA to fine-tune the Stable Diffusion model and generate fashion images

Aws Mlflow Sagemaker Cdk ⭐ 24

MLflow on AWS Fargate integrated with Amazon SageMaker.

Neo4j Generative Ai Aws ⭐ 24

Demonstration application showing how Neo4j works with Amazon Bedrock

Lensa For All ⭐ 22

Using SageMaker and Dreambooth to fine-tune the Stable Diffusion model and make Lensa.ai style avatars

Awskrusergroup ⭐ 20

AWS SageMaker를 이용한 MLOps와 LLMOps

Sagemaker End To End Workshop ⭐ 20

Hands-on end-to-end workshop to explore Amazon SageMaker.

Sagemaker Studio Mlflow Integration ⭐ 19

Aws Customer Churn Pipeline ⭐ 19

An End to End Customer Churn Prediction solution using AWS services.

Amazon Sagemaker Visual Search ⭐ 18

This repository is part of a blog post that guides users through creating a visual search application using Amazon SageMaker and Amazon Elasticsearch service

AI book for everyone

Genai Ko Llm ⭐ 16

This hands-on lab walks you through a step-by-step approach to efficiently serving and fine-tuning large-scale Korean models on AWS infrastructure.

Time Series Forecasting ⭐ 14

Consulting Project with Manifold.co: Modeling System Resource Usage for Predictive Scheduling

Mlops Multi Account Terraform ⭐ 13

Secure and scalable MLOps platform on AWS using Terraform.

Sm Kornlp ⭐ 13

A collection of Korean NLP hands-on labs on Amazon SageMaker

Sd Webui Sagemaker ⭐ 11

stable-diffusion-webui on SageMaker

Aws Llm Sagemaker ⭐ 11

SageMaker Ployglot based RAG opensearch

Amazon Sagemaker Managed Spot Training ⭐ 10

Amazon SageMaker Managed Spot Training Examples

Sagemaker Jumpstart Generative Ai Examples ⭐ 10

Unlocking Creativity: Generative AI with SageMaker Jumpstart

Hands On Lab Neo4j And Bedrock ⭐ 9

Hands on lab for Neo4j and Amazon Bedrock

Sm Distributed Training Step By Step ⭐ 9

This repository provides hands-on labs on PyTorch-based Distributed Training and SageMaker Distributed Training. It is written to make it easy for beginners to get started, and guides you through step-by-step modifications to the code based on the most basic BERT use cases.

Sd Webui Sagemaker ⭐ 8

Stable Diffusion Web UI Notebook for Sagemaker

Amazon Sagemaker Experiments Dvc Demo ⭐ 8

SageMaker Experiments and DVC

Amlsim_python_lab ⭐ 8

Nsfw Classifier ⭐ 7

An AWS Sagemaker Model developed for Nudity / NSFW Images Classification. This Model was developed during my Machine Learning Engineer Nanodegree.

Ppe Detector ⭐ 7

Amazon Sagemaker Clip Search ⭐ 7

Build a machine learning (ML) powered search engine prototype to retrieve and recommend products based on text or image queries

Sagemaker_nlp_examples ⭐ 7

NLP examples(almost Japanese) on AWS

Deep Learning Nd ⭐ 7

Projects and exercises for the Deep Learning Nanodegree

Sagemaker Example Notebooks Testing ⭐ 7

A continuous integration (CI) system for 📓 Jupyter notebooks, built using 🧠 Amazon SageMaker.

Amazon Sagemaker Predict Accessibility ⭐ 6

Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC

Development kit for Computer Vision thought to be used on SageMaker

Datarobot Sagemaker Examples ⭐ 6

This repository contains some sample notebooks illustrating the use of DataRobot and SageMaker

Musinsaigo ⭐ 6

Using SageMaker and LoRA to fine-tune the Stable Diffusion model and generate fashion images

Wineinamillion ⭐ 6

Wine Recommender created with sentence-BERT and NearestNeighbor on AWS SageMaker

Amazon Sagemaker Cell Segmentation Workshop ⭐ 5

This workshop outlines a machine-learning cell segmentation architecture from scratch for the life-sciences vertical, using Amazon SageMaker, S3, Lambda and SageMaker Inference endpoints

Frugal Mlops ⭐ 5

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

Amazon Sagemaker Predictive Maintenance Deployed At Edge ⭐ 5

This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Amazon SageMaker, Amazon Polly and the AWS IoT suite.

Amazon Sagemaker Data Wrangler Hospital Readmission Prediction ⭐ 5

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.

Aws Machine Learning ⭐ 5

AWS Maching Learning Foundations Scholarship

Sagemaker Pipelines ⭐ 5

IEEE-CIS Fraud Detection with Sagemaker Pipelines

End 2 End 3d Ml ⭐ 5

This repository features Amazon SageMaker Ground Truth and explains how to ingest raw 3D point cloud data, label it, train a 3D object detection model using Amazon SageMaker, and deploy the model to an Amazon SageMaker Endpoint

M5 Prediction Accuracy ⭐ 5

Perform sales unit prediction by SageMaker.

Genai Kendra Langchain ⭐ 5

GenAI demo with Amazon Kendra, 🦜️🔗 LangChain and Amazon SageMaker JumpStart

Churn Prediction With Text And Interpretability ⭐ 5

Predict customer churn with text and interpretability.

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