A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
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Apr 15, 2023 - HTML
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machine-learning-production
Here are 14 public repositories matching this topic...
Deploy and scale serverless machine learning app - in 4 steps.
react aws computer-vision
8000
aws-lambda deployment serverless production pytorch gan style-transfer serverless-framework netlify scalable-applications cartoonify machine-learning-production cartoongan netlify-deployment streamlit
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Mar 30, 2023 - Jupyter Notebook
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
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Dec 24, 2023 - Jupyter Notebook
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
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Jan 7, 2023 - Python
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
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Mar 3, 2023 - JavaScript
Useful links to get started with deploying Machine Learning models in production
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Jul 18, 2023
Template for a simple API server for serving a scikit-learn model using flask.
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Aug 2, 2018 - Python
Datamot is a hadoop job deployer
scala spark <
8000
a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":9319,"originating_url":"https://github.com/topics/machine-learning-production","user_id":null}}" data-hydro-click-hmac="cb7e95e016ec059ca51dfb8bcd35281c97f9e94243cb2ac2b5447ac9a2fe8aee" title="Topic: hadoop" href="/topics/hadoop" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">hadoop oozie job-deployer data-science-production machine-learning-production
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Nov 1, 2017 - Scala
Artificial Intelligence Virtual Experience Program
python data-science exploratory-data-analysis data-analysis machine-learning-production data-modelling model-building-and-evaluation
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Aug 11, 2023 - Jupyter Notebook
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
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Apr 18, 2020 - Jupyter Notebook
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
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Dec 6, 2023 - Jupyter Notebook
Nect CVML cookiecutter template.
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Nov 29, 2021 - Python
Machine Learning in Production | Coursera & Deeplearning.ai
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May 11, 2025
This repository includes all materials and project solutions for MLOps Specialization prepared by DeepLearning.AI.
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Sep 10, 2024 - Jupyter Notebook
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