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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 scikit-learn image-processing pytorch image-classification artificial-neural-networks machine-learning-library machinelearning support-vector-machines scikitlearn-machine-learning machine-learning-models jax machinelearning-python aws-sagemaker gpt-3 gpt-4 llms generative-ai gpt4all

UpdatedJan 4, 2024
Python

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

machine-learning scikit-learn transparency blackbox bias interpretability explainable-artificial-intelligence interpretable-ai explainable-ai explainable-ml xai interpretable-machine-learning machine-learning-interpretability explainability aws-sagemaker explainx

UpdatedAug 21, 2024
Jupyter Notebook

Pythondeveloper6 /Awesome-MLOPS

All the available resources to master MLOPS from scratch

git docker django shape gradio automl dvc kubeflow azure-ml mlops mlflow aws-sagemaker fastapi bentoml streamlit pycaret zenml dagshub

UpdatedMay 7, 2024

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

machine-learning deep-learning xgboost fraud-detection sagemaker aws-sagemaker sagemaker-example

UpdatedOct 2, 2024
Jupyter Notebook

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

raspberry-pi opencv iot computer-vision tensorflow keras coco aws-ec2 ec2-instance aws-iot opencv-library generative-adversarial-networks raspberry-pi-3 opencv3 cyclegan haarcascade sagemaker yolo-model ubuntucore aws-sagemaker

UpdatedDec 6, 2021
Jupyter Notebook

aws-samples /mlops-e2e

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

aws-codepipeline mlops aws-cdk aws-sagemaker

UpdatedApr 29, 2025
TypeScript

bentoml /gallery

BentoML Example Projects 🎨

data-science machine-learning gallery aws-lambda serverless machine-learning-library model-management azure-machine-learning model-deployment model-serving machine-learning-workflow gcp-cloud-functions aws-sagemaker bentoml

UpdatedJan 6, 2025

awslabs /sagemaker-explaining-credit-decisions

Amazon SageMaker Solution for explaining credit decisions.

machinelearning financial-analysis credit-scoring explainable-ai explainable-ml sagemaker loan-prediction-analysis shapley explainability aws-sagemaker

UpdatedMay 11, 2023
Python

awslabs /sagemaker-deep-demand-forecast

Using Deep Learning for Demand Forecasting with Amazon SageMaker

deep-learning time-series forecasting aws-sagemaker gluonts demand-forecast

UpdatedSep 14, 2022
Python

streamlit-application-deployment-on-aws

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

Streamlit EDA Dashboard Powered by AWS Cloud

aws aws-cognito aws-cloudformation aws-athena aws-glue aws-sagemaker streamlit-dashboard

UpdatedJun 18, 2025
Python

awslabs /aws-fleet-predictive-maintenance

Predictive Maintenance for Vehicle Fleets

deep-learning predictive maintenance vehicles automobile predictive-maintenance sagemaker aws-sagemaker sagemaker-example fleets

UpdatedDec 22, 2022
Jupyter Notebook

honghanhh /coursera-practical-data-science-specialization

Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)

data-science pandas matplotlib abtesting bert statistical-data automl model-deployment bias-detection mlops aws-sagemaker data-labeling

UpdatedSep 18, 2021
Jupyter Notebook

aws-controllers-k8s /sagemaker-controller

ACK service controller for Amazon SageMaker

kubernetes aws machine-learning operator ack sagemaker aws-sagemaker

UpdatedOct 16, 2025
Python

jwalsh /aif-c01

AWS Certified AI Practitioner (AIF-C01) exam preparation

python machine-learning clojure aws-rekognition aws-certification aws-comprehend rag mlops aws-sagemaker exam-preparation responsible-ai aws-training foundation-models generative-ai retrieval-augmented-generation aws-bedrock aif-c01 mla-c01 aws-ai-practitioner aws-ml-services

UpdatedJun 19, 2025
Python

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

Big Data Engineering & Analytics Project

aws aws-s3 aws-sagemaker

UpdatedNov 6, 2020
Python

vinayak-shanawad /AI-ML-Projects

AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB

kubeflow mlflow aws-sagemaker seldoncore kserve vectordb

UpdatedMar 25, 2024
Jupyter Notebook

awslabs /sagemaker-corporate-credit-rating

Corporate Credit Rating Prediction with AWS SageMaker JumpStart

multiclass-classification aws-sagemaker autogluon

UpdatedOct 20, 2023
Jupyter Notebook

pm3310 /hotel-recommender-system

A hotel recommender system using SageMaker

word2vec travel embeddings gensim recommender-system aws-sagemaker

UpdatedJun 13, 2020
Jupyter Notebook

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

Code for the Generative AI workshop

aws aws-lambda aws-sagemaker generative-ai

UpdatedMay 8, 2025
Python

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 aws-lambda aws-s3 transformers cnn trash pytorch neural-networks classification aws-ec2 object-detection waste aws-sagemaker efficientdet icevision waste-detection waste-detector hugginface

UpdatedJul 26, 2022
Jupyter Notebook

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