aws-sagemaker

There are 6 repositories under aws-sagemaker topic.

Machine-Learning-Guide
mikeroyal / Machine-Learning-Guide
Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.
python deep-learning machine-learning-library machinelearning machine-learning-models pytorch machinelearning-python scikit-learn scikitlearn-machine-learning support-vector-machines gpt-3 aws-sagemaker artificial-neural-networks jax image-classification gpt-4 generative-ai image-processing gpt4all llms
Language:Python 670
explainx
explainX / explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu
explainable-ai explainable-artificial-intelligence machine-learning interpretability blackbox xai explainx interpretable-ai transparency bias interpretable-machine-learning aws-sagemaker explainability explainable-ml machine-learning-interpretability scikit-learn
Language:Jupyter Notebook 442
Pythondeveloper6 / Awesome-MLOPS
All the available resources to master MLOPS from scratch
aws-sagemaker azure-ml dagshub dvc git kubeflow mlflow zenml automl pycaret bentoml docker fastapi mlops gradio shape streamlit django
347
aws-solutions-library-samples / fraud-detection-using-machine-learning
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
aws-sagemaker deep-learning fraud-detection machine-learning sagemaker sagemaker-example xgboost
Language:Jupyter Notebook 325
RubensZimbres / Repo-2018
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
ec2-instance generative-adversarial-networks keras tensorflow opencv opencv3 opencv-library haarcascade computer-vision yolo-model cyclegan raspberry-pi-3 coco aws-iot sagemaker raspberry-pi iot ubuntucore aws-sagemaker aws-ec2
Language:Jupyter Notebook 173
aws-samples / mlops-e2e
MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK
aws-cdk aws-codepipeline aws-sagemaker mlops
Language:TypeScript 149
bentoml / gallery
BentoML Example Projects 🎨
machine-learning machine-learning-library model-serving model-management model-deployment aws-sagemaker serverless aws-lambda gcp-cloud-functions azure-machine-learning data-science machine-learning-workflow gallery bentoml
141
awslabs / sagemaker-explaining-credit-decisions
Amazon SageMaker Solution for explaining credit decisions.
explainable-ai explainable-ml explainability credit-scoring loan-prediction-analysis financial-analysis machinelearning shapley sagemaker aws-sagemaker
Language:Python 98
awslabs / sagemaker-deep-demand-forecast
Using Deep Learning for Demand Forecasting with Amazon SageMaker
gluonts time-series aws-sagemaker demand-forecast deep-learning forecasting
Language:Python 88
streamlit-application-deployment-on-aws
aws-samples / streamlit-application-deployment-on-aws
Streamlit EDA Dashboard Powered by AWS Cloud
streamlit-dashboard aws aws-cloudformation aws-glue aws-athena aws-cognito aws-sagemaker
Language:Python 84
awslabs / aws-fleet-predictive-maintenance
Predictive Maintenance for Vehicle Fleets
predictive maintenance vehicles fleets predictive-maintenance deep-learning sagemaker sagemaker-example aws-sagemaker automobile
Language:Jupyter Notebook 70
honghanhh / coursera-practical-data-science-specialization
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
data-science bert mlops abtesting model-deployment data-labeling automl statistical-data bias-detection aws-sagemaker pandas matplotlib
Language:Jupyter Notebook 61
aws-controllers-k8s / sagemaker-controller
ACK service controller for Amazon SageMaker
ack aws aws-sagemaker kubernetes machine-learning operator sagemaker
Language:Python 50
jwalsh / aif-c01
AWS Certified AI Practitioner (AIF-C01) exam preparation
aif-c01 aws-bedrock aws-certification aws-comprehend aws-rekognition aws-sagemaker aws-training clojure exam-preparation foundation-models generative-ai machine-learning mla-c01 mlops python rag responsible-ai retrieval-augmented-generation aws-ai-practitioner aws-ml-services
Language:Python 48
AWS-Big-Data-Projects / aws-forest-fire-predictive-analytics
Big Data Engineering & Analytics Project
aws aws-s3 aws-sagemaker
Language:Python 36
vinayak-shanawad / AI-ML-Projects
AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB
aws-sagemaker kserve kubeflow mlflow seldoncore vectordb
Language:Jupyter Notebook 34
awslabs / sagemaker-corporate-credit-rating
Corporate Credit Rating Prediction with AWS SageMaker JumpStart
aws-sagemaker autogluon multiclass-classification
Language:Jupyter Notebook 24
pm3310 / hotel-recommender-system
A hotel recommender system using SageMaker
aws-sagemaker embeddings gensim recommender-system travel word2vec
Language:Jupyter Notebook 20
build-on-aws / building-gen-ai-apps-with-found-models-workshop
Code for the Generative AI workshop
aws aws-lambda aws-sagemaker generative-ai
Language:Python 16
hectorLop / Waste-Detector
This repostory contains a deep learning-based system to detect and classify waste according to which container it should be thrown into.
python deep-learning cnn trash waste pytorch object-detection waste-detection waste-detector efficientdet classification neural-networks hugginface transformers icevision aws-ec2 aws-lambda aws-s3 aws-sagemaker
Language:Jupyter Notebook 16
aws-samples / aws-lex-conv-faq
Demonstration of LLM integration into a lex bot using Lambda codehooks and a Sagemaker endpoint.
aws-cdk aws-lex aws-lex-lambda aws-sagemaker large-language-models huggingface llama-index
Language:Python 14
AditModi / AWS-Business-Analysis-and-Prediction
Build machine learning-powered business intelligence analyses using Amazon QuickSight
aws-quicksight aws-s3 aws-sagemaker machine-learning
12
Andrewwango / open-set-resnet
Open set classification of car models. This 3-step classifier solves the problem where dogs are classified as cars, by first filtering these images out using ResNet CNNs transfer-trained on different datasets.
aws-sagemaker deep-learning image-classification open-set-recognition pytorch transfer-learning
Language:Jupyter Notebook 12
vijpandaturtle / eeg-stress-companion
Building an application for stress detection and management using OpenBCI ganglion, PyTorch and AWS.
aws-sagemaker brainflow openbci-ganglion pytorch streamlit
Language:Jupyter Notebook 12
intel / openvino-demos
This repo contains information regarding cloud offerings of OpenVINO™ and demos to showcase OpenVINO™ via sample Jupyter notebooks.
deep-learning openvino energy aws aws-ami inference inference-engine sagemaker aws-sagemaker
Language:Jupyter Notebook 11
hjlopes / sagemaker-sentiment-analysis
Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model
udacity-nanodegree udacity-deep-learning sagemaker sagemaker-deployment aws-lambda aws-sagemaker aws-api-gateway nlp
Language:HTML 10
AIVenture0 / PubG-Win-prediction-using-ML
PUBG- PlayerUnknown's BattleGrounds (PUBG)
machinelearning machinelearning-python randomforest aws-sagemaker pubg kaggle-competition
Language:Jupyter Notebook 9
akkik04 / PulmoLens
Pneumonia detection ML model deployed as a serverless REST API
aws aws-sagemaker cloudservices machine-learning deep-learning aws-lambda postman-api rest-api aws-apigateway
Language:Jupyter Notebook 9
catwhiskers / darknet-on-sagemaker
Transfer learning based on darknet yolov4 and vgg16 on AWS SageMaker
aws-sagemaker transfer-learning darknet notebook
Language:Jupyter Notebook 9
luongtruong77 / practical-data-science
This repo contains materials from the Deeplearning.AI's Practical Data Science Specialization offered by Coursera.
machine-learning data-science deep-learning sagemaker autopilot aws-sagemaker natural-language-processing
Language:Jupyter Notebook 8
aws-samples / asset-prediction-sagemaker-pipelines-example
Asset Prediction Sagemaker Pipelines Example
aws aws-lambda aws-sagemaker sagemaker-pipelines amazon-dynamodb amazon-eventbridge asset-prediction fsi timeseries-forecasting deepar-algorithm deepar-stockpricespredictions aws-northstar
Language:TypeScript 7
mindsdb / mindsdb-sagemaker-container
This code is used for making MindsDB run on Amazon SageMaker.
mindsdb aws-sagemaker example aws amazon-sagemaker sagemaker-python-sdk sagemaker-endpoint mindsdb-sagemaker-container
Language:Python 7
xbwei / data-analysis-aws
Introducing basic usage of AWS
aws python machine-learning database jupyter-notebook big-data artificial-intelligence aws-s3 aws-iot aws-ec2 aws-dynamodb aws-sagemaker
Language:Jupyter Notebook 7
AWS-Machine-Learning-Foundations
jesussantana / AWS-Machine-Learning-Foundations
AWS Machine Learning Engineer Scholarship Program
machine-learning aws amazon-ai-labs amazon sagemaker aws-sagemaker aws-deepcomposer aws-ai-devices aws-ai-services
Language:HTML 6
Kenza-AI / kenza
Open-Source Machine Learning Platform
cd4ml continuous-training machine-learning sagemaker aws aws-sagemaker ml-platform open-source-ml-platform machine-learning-platform
Language:Go 6
mathewsrc / Operationalizing-an-AWS-ML-Project
This project SageMaker features to adjust, improve, configure, and prepare a image classification model for production-grade deployment.
autoscaling aws-ec2 aws-iam aws-lambda aws-s3 aws-sagemaker concurrency deep-learning endpoint hyperparameter-tuning python
Language:Jupyter Notebook 6

aws-sagemaker

mikeroyal / Machine-Learning-Guide

explainX / explainx

Pythondeveloper6 / Awesome-MLOPS

aws-solutions-library-samples / fraud-detection-using-machine-learning

RubensZimbres / Repo-2018

aws-samples / mlops-e2e

bentoml / gallery

awslabs / sagemaker-explaining-credit-decisions

awslabs / sagemaker-deep-demand-forecast

aws-samples / streamlit-application-deployment-on-aws

awslabs / aws-fleet-predictive-maintenance

honghanhh / coursera-practical-data-science-specialization

aws-controllers-k8s / sagemaker-controller

jwalsh / aif-c01

AWS-Big-Data-Projects / aws-forest-fire-predictive-analytics

vinayak-shanawad / AI-ML-Projects

awslabs / sagemaker-corporate-credit-rating

pm3310 / hotel-recommender-system

build-on-aws / building-gen-ai-apps-with-found-models-workshop

hectorLop / Waste-Detector

aws-samples / aws-lex-conv-faq

AditModi / AWS-Business-Analysis-and-Prediction

Andrewwango / open-set-resnet

vijpandaturtle / eeg-stress-companion

intel / openvino-demos

hjlopes / sagemaker-sentiment-analysis

AIVenture0 / PubG-Win-prediction-using-ML

akkik04 / PulmoLens

catwhiskers / darknet-on-sagemaker

luongtruong77 / practical-data-science

aws-samples / asset-prediction-sagemaker-pipelines-example

mindsdb / mindsdb-sagemaker-container

xbwei / data-analysis-aws

jesussantana / AWS-Machine-Learning-Foundations

Kenza-AI / kenza

mathewsrc / Operationalizing-an-AWS-ML-Project