https://github.com/stas00/ml-engineering

Machine Learning Engineering Open Book

ai inference large-language-models llm machine-learning machine-learning-engineering mlops pytorch scalability slurm training transformers

Last synced: 14 May 2025

https://github.com/kedro-org/kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

experiment-tracking hacktoberfest kedro machine-learning machine-learning-engineering mlops pipeline python

Last synced: 13 May 2025

https://github.com/decodingml/llm-twin-course

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

aws bytewax comet-ml course docker generative-ai infrastructure-as-code large-language-models llmops machine-learning-engineering ml-system-design mlops pulumi qdrant qwak rag superlinked

Last synced: 13 May 2025

https://github.com/kennethleungty/mlops-specialization-notes

Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

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Last synced: 16 Mar 2025

https://github.com/IFCA-Advanced-Computing/frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

change-detection concept-drift data-drift dataset-drift dataset-shift distribution-shift drift-detection machine-learning machine-learning-engineering machine-learning-operations mle mlops python statistics

Last synced: 11 May 2025

https://github.com/iesahin/xvc

A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)

command-line-tool data data-engineering data-pipelines data-science devops machine-learning machine-learning-engineering mlops rust

Last synced: 27 Apr 2025

https://github.com/curiousily/hackers-guide-to-deep-learning

Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python

deep-learning machine-learning machine-learning-api machine-learning-deploy machine-learning-engineering neural-networks python pytorch

Last synced: 26 Apr 2025

https://github.com/prakharrathi25/mlops-specialization-coursera

Machine Learning for Production Specialization

coursera hacktoberfest machine-learning machine-learning-engineering mlops mooc-solutions production python

Last synced: 04 Apr 2025

https://github.com/abrahamkoloboe27/fruits-recognition-gradio-app

🍎 Fruits Classification App (Gradio) 🍌

computer-vision convolutional-neural-networks deep-learning gradio gradio-interface gradio-python-app image-classfication image-classification image-preprocessing image-processing keras machine-learning machine-learning-engineering mlops python tensorflow

Last synced: 05 Apr 2025

https://github.com/prajwalchapke055/cognizant-artificial-intelligence-job-simulation-forage

Advise one of Cognizant’s clients on a supply chain issue by applying knowledge of machine learning models.

artificial-intelligence cognizant communication data-analysis data-modeling data-visualization development evaluation forage job-simulation machine-learning machine-learning-algorithms machine-learning-engineering model-interpretation presentation problem-statement python quality-assurance skills virtual-internship

Last synced: 15 Mar 2025

https://github.com/labrijisaad/axa-direct-ml-apprenticeship

Repository showcasing my Machine Learning Engineering Apprenticeship at AXA-Direct Assurance, contributing to the development and implementation of Machine Learning solutions.

azure-devops data-drift databricks jupyter-notebook kedro machine-learning machine-learning-engineering mlflow python

Last synced: 28 Apr 2025

https://github.com/scifer99/convolutional-neural-network-example

This is an example Convolutional Neural Network ML model as a solution for various Classification use cases!

copyright ibm-watson image-classification-algorithms machine-learning-algorithms machine-learning-engineering ml-model-development ml-models

Last synced: 25 Feb 2025

https://github.com/juzershakir/finding-donors-charityml

Applying Supervised learning techniques on data to help CharityML identify people most likely to donate to their cause.

adaboost charity charityml donations finding-donors gradient-boosting-classifier gridsearchcv letters machine-learning-engineering machine-learning-nanodegree machine-learning-tutorials model-tuning pandas python scikitlearn-machine-learning sgd-classifier supervised-learning supervised-learning-algorithms udacity

Last synced: 07 Feb 2025

https://github.com/abrahamkoloboe27/fruits-recognition-streamlit-app

🍎 Fruits Classification App (Streamlit) 🍌

convolutional-neural-networks deep-learning image-classification image-processing keras logging machine-learning machine-learning-engineering mlops numpy pandas plotly prototype python streamlit streamlit-application tensorflow

Last synced: 05 Apr 2025

https://github.com/juniortorresmtj/model_api_mlops_project

This project aims to apply MLOps techniques to deploy a machine learning model through an API constructed with FastAPI. We utilize Poetry for dependency management and Docker for containerization, ensuring the code is modular, organized 📐, and maintainable 🛠️.

docker fastapi machine-learning machine-learning-algorithms machine-learning-engineering mkdocs mlops python3

Last synced: 24 Feb 2025

https://github.com/jagadishmali567/bcg-open-access-data-science-advanced-analytics-virtual-experience-program

The tasks I was required to complete as a part of the BCG Open-Access Data Science & Advanced Analytics Virtual Experience Program are all contained in this repository. 📊📈📉👨‍💻

business-understanding client-communication communication creativity data-visualization exploratory-data-analysis feature-engineering hypothesis-framing jupyter-notebooks machine-learning-algorithms machine-learning-engineering mathematical-modelling matplotlib-pyplot model-evaluation model-interpretation programming python-3 seaborn statistical-analysis synthesis

Last synced: 18 Dec 2024

https://github.com/yupbank/py-cmle

cmle docker google machie-learning machine-learning-engineering

Last synced: 03 Apr 2025