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machine-learning-production

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chiphuyen /machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

data-science machine-learning-production mlops

UpdatedApr 15, 2023
HTML

cartoonify

ahmedbesbes /cartoonify

Deploy and scale serverless machine learning app - in 4 steps.

react aws computer-vision aws-lambda deployment serverless production pytorch gan style-transfer serverless-framework netlify scalable-applications cartoonify machine-learning-production cartoongan netlify-deployment streamlit

UpdatedMar 30, 2023
Jupyter Notebook

DeTox

jaydeepjethwa /DeTox

A web-app to identify toxic comments in a youtube channel and delete them.

python nlp machine-learning natural-language-processing youtube pytorch bert google-oauth2 youtube-data-api end-to-end-machine-learning machine-learning-production toxic-comment-classification toxic-comments youtube-data-api-v3 bert-model fastapi hate-speech-detection toxicity-classification huggingface-transformers full-stack-deep-learning

UpdatedDec 24, 2023
Jupyter Notebook

Arslan-Mehmood1 /Machine-learning-pipeline-deployment-using-Docker-and-FastAPI

This project is focused on the Deployment phase of machine learning. The Docker and FastAPI are used to deploy a dockerized server of trained machine learning pipeline.

docker model-serving machine-learning-production fastapi machine-learning-pipeline dockerized-server

UpdatedJan 7, 2023
Python

minotor

datarmada /minotor

Open source software for machine learning production monitoring : maintain control over production models, detect bias, explain your results.

machine-learning monitoring machine-learning-library observability monitoring-tool machine-learning-production explainable-ai data-monitoring production-ai production-engineering machine-learning-explainability

UpdatedMar 3, 2023
JavaScript

arnabbiswas1 /MachineLearningInProduction

Useful links to get started with deploying Machine Learning models in production

machine-learning machine-learning-production machine-learning-deploy

UpdatedJul 18, 2023

queirozfcom /flask-sklearn-seed

Template for a simple API server for serving a scikit-learn model using flask.

flask machine-learning machine-learning-production

UpdatedAug 2, 2018
Python

datamoth /datamoth

Datamot is a hadoop job deployer

scala spark hadoop oozie job-deployer data-science-production machine-learning-production

UpdatedNov 1, 2017
Scala

edeng94 /AI-Cognizant-Virtual-Internship

Artificial Intelligence Virtual Experience Program

python data-science exploratory-data-analysis data-analysis machine-learning-production data-modelling model-building-and-evaluation

UpdatedAug 11, 2023
Jupyter Notebook

jananiarunachalam /Machine-Learning-Engineer-Udacity

Udacity Nanodegree Exercises and Projects

aws machine-learning aws-lambda software-engineering aws-ec2 machine-learning-pipelines udacity-machine-learning-nanodegree amazon-s3 machine-learning-production sagemaker sagemaker-deployment

UpdatedApr 18, 2020
Jupyter Notebook

ADVAIT135 /Forage_Cognizant_Artificial_Intelligence

This Repository consist of all the Jupyter Notebooks, Images and .CSV files of the tasks that were assigned during the Cognizant Artificial Intelligence Course hosted on Forage

data-science data machine-learning data-mining jupyter-notebook data-visualization time-series-analysis random-forest-regressor decision-tree-regressor machine-learning-production cognizant data-modelling forage model-building-and-interpretation

UpdatedDec 6, 2023
Jupyter Notebook

ai-enhanced-engineer /ml-production-service

Reference implementation for deploying ML models from notebooks to production

machine-learning production-ready ml-infrastructure machine-learning-production ml-production artifical-intelligence ml-engineering production-code ai-engineering

UpdatedAug 12, 2025
Python

vishivishvish /crsra-ml-production

Machine Learning in Production | Coursera & Deeplearning.ai

machine-learning machine-learning-production mlops

UpdatedMay 23, 2025

edaaydinea /MLOps

This repository includes all materials and project solutions for MLOps Specialization prepared by DeepLearning.AI.

production machine-learning-production mlops

UpdatedSep 10, 2024
Jupyter Notebook

TBourton /cookiecutter-nectml

Nect CVML cookiecutter template.

machine-learning cookiecutter cookiecutter-template machine-learning-production

UpdatedNov 29, 2021
Python

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