machine-learning-engineering | Topic

Topic: "machine-learning-engineering"

stas00/ml-engineering

Machine Learning Engineering Open Book

Language: Python - Size: 10.2 MB - Last synced at: 4 days ago - Pushed at: 19 days ago - Stars: 13,477 - Forks: 816

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.

Language: Python - Size: 231 MB - Last synced at: about 2 hours ago - Pushed at: about 3 hours ago - Stars: 10,285 - Forks: 940

kelvins/awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

Language: Python - Size: 444 KB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 4,460 - Forks: 607

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

Language: Python - Size: 9.7 MB - Last synced at: about 3 hours ago - Pushed at: about 3 hours ago - Stars: 3,835 - Forks: 636

kennethleungty/MLOps-Specialization-Notes

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

Size: 65.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 360 - Forks: 155

IFCA-Advanced-Computing/frouros

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

Language: Python - Size: 22.3 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 215 - Forks: 16

decodingml/articles-code

💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML

Language: Jupyter Notebook - Size: 24.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 125 - Forks: 18

radicalbit/radicalbit-ai-monitoring

A comprehensive solution for monitoring your AI models in production

Language: Python - Size: 28.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 76 - Forks: 11

iesahin/xvc

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

Language: Rust - Size: 6.72 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 51 - Forks: 1

ironcladgeek/prAIce

AI-Powered Financial Asset Forecasting: Predicts long-term US stock prices using AI. Integrates news sentiment, technical indicators, candlestick patterns, and fundamental analysis. Provides comprehensive insights for informed financial decision-making. Customizable data collection and analysis for investors and researchers.

Language: Python - Size: 251 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 35 - Forks: 0

curiousily/Hackers-Guide-to-Deep-Learning

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

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: about 8 hours ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 8

MemoonaTahira/MLZoomcamp2022

My repo for the Machine Learning Engineering bootcamp 2022 by DataTalks.Club

Language: Jupyter Notebook - Size: 204 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 4

Techn0logic/kubeflow-pipelines-standalone

A Helm chart containing Kubeflow Pipelines as a standalone service.

Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 1

andreizolotarev/MLOps

This repository contains examples of using various libraries/tools for MLOps.

Language: Python - Size: 1.4 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

gholomia/MLENG

The machine learning course presentation on how to deal with challenges in machine learning production under supervision of Prof. M. E. Shiri.

Language: HTML - Size: 352 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 0

abrahamkoloboe27/Fruits-Recognition-Streamlit-App

🍎 Fruits Classification App (Streamlit) 🍌

Language: Python - Size: 16.9 MB - Last synced at: 17 days ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

prakharrathi25/mlops-specialization-coursera

Machine Learning for Production Specialization

Size: 12.7 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

jcm-ai/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. 📊📈📉👨‍💻

Language: Jupyter Notebook - Size: 9.91 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 9

cedrickchee/baselines Fork of openai/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Language: Python - Size: 4.59 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 1

CSCheatsheets/mle-cheatsheet

Cheatsheet for Machine Learning Engineer.

Language: Shell - Size: 117 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

patcha-ranat/MLOps-ml-system

ML System - Model Deployment & Lifecycle Management

Language: Python - Size: 8.33 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

abrahamkoloboe27/Fruits-Recognition-Gradio-App

🍎 Fruits Classification App (Gradio) 🍌

Language: Python - Size: 16.9 MB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

Adeemy/end-to-end-ml

End-to-end ML project for tabular data.

Language: Jupyter Notebook - Size: 18 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

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.

Language: Jupyter Notebook - Size: 3.04 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

SCIFER99/Convolutional-Neural-Network-Example

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

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

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.

Size: 6.84 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

abhisrn1986/TwitterDataPipeline

The project comprises a real-time tweets data pipeline, a sentimental analysis of the tweets module, and a Slack bot to post the tweets' sentiments. The project uses SentimentIntensityAnalyzer from the VaderSentiment library. The analyzer gives positive, negative, and compound scores for small texts (such as tweets in this case). The real-time data pipeline flow is as follows: 1.Tweets are collected and stored in a database. 2.The sentiment of the tweets is analyzed. 3.The tweet sentiment is posted on a Slack channel using a Slack bot.

Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

joabara/Iridium-Crypto-Trader

An cryptocurrency trading bot that uses automated machine learning for decision making to maximize returns.

Language: Python - Size: 8.53 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

lis-r-barreto/portfolio

Portfolio showcasing my work as a Machine Learning Engineer, built with Docusaurus. Includes projects, skills, and a technical blog.

Language: JavaScript - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ashuguptahere/parspec-assignment-old

parspec-assignment for MLE-II role

Language: Jupyter Notebook - Size: 2.86 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

riccardoprosdocimi/forage-cognizant-ai

Cognizant Artificial Intelligence Job Simulation on Forage

Language: Jupyter Notebook - Size: 646 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

gabrieltardochi/full-stack-deep-facial-recognition

Leverage Metaflow, PyTorch, AWS S3, Elasticsearch, FastAPI and Docker to create a production-ready facial recognition solution. It demonstrates the practical use of deep metric learning to recognize previously unseen faces without prior training.

Language: Python - Size: 12.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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 🛠️.

Language: Python - Size: 259 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0