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📚 Papers and blogs by organizations sharing their work on data science & machine learning in production.
:sunglasses: A curated list of awesome MLOps tools
An awesome & curated list of best open source MLOps/LLMOps tools for data scientists.
A tool for building feature stores.
Data Science and Advanced Analytics - Data Mining Course
Group work related with data mining
Data Science and Advanced Analytics - Data Mining Course
Engineering MLOps, published by Packt
Feature Store for Machine Learning, published by Packt
Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.
A containerized approach using Apache Kafka, Spark, Cassandra, Hive, Jupyter, and Docker-compose.
Files source to support projects
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Test
Tutorials for the Hopsworks Platform
Source code accompanying O'Reilly book: Machine Learning Design Patterns
Repository for DCA0305, an undergraduate course about Machine Learning Workflows and Pipelines
Free MLOps course from DataTalks.Club
Framework for monitoring ML models on Spark Structured Streaming
Kubernetes operator for ML model monitoring with Spark Structured Streaming, Kafka and the Model Monitoring framework (https://github.com/javierdlrm/model-monitoring)
:house_with_garden: Código IBGE, nome do município, capital, código UF, UF, estado, latitude e longitude das cidades brasileiras
ETL for processing FNMA and FRED public loan data, using python pandas, dask and spark on Google Cloud.
Mineração de Dados para Previsão de Renda de Clientes com Contas-Correntes Digitais (Dissertação de Mestrado)
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.