#计算机科学#A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
翻译 - 精选的优秀开源库列表,用于部署,监视,版本化和扩展您的机器学习
Public repo for DeepLearning.AI MLEP Specialization
翻译 - DeepLearning.AI MLEP专业化的公共仓库
Production infrastructure for machine learning at scale
翻译 - 机器学习工程师的API平台
[UNMAINTAINED] Automated machine learning for analytics & production
#计算机科学#精选大公司分享他们在生产中关于数据科学 & 机器学习的论文和技术博客等资源
Machine Learning In Production (MLOps)
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
翻译 - 一本关于机器学习系统设计与练习的小册子
#计算机科学#An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
翻译 - 用于将生产机器学习部署,管理和扩展到数千个模型的框架
#自然语言处理#Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
Infrastructures™ for Machine Learning Training/Inference in Production.
Assignments of "Machine Learning Engineering for Production (MLOps) Specialization" by Coursera (https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops)
FastAPI Skeleton App to serve machine learning models production-ready.
#计算机科学#Launch machine learning models into production using flask, docker etc.
翻译 - 从数据收集到将模型投入生产的端到端项目样本
《Probabilistic Machine Learning》 - 《概率机器学习》系列丛书,作者 Kevin Murphy
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning
《Machine Learning Systems: Design and Implementation》 中文译本 - 《机器学习系统:设计和实现》
Introduction to Machine Learning and Azure Machine Learning Services. Hands on labs to show Azure Machine Learning features, developing experiments, feature engineering, R and Python Scripting, Produc...
#计算机科学#Machine learning, in numpy
翻译 - 机器学习,以数字表示
Basic Machine Learning and Deep Learning
翻译 - 基础机器学习和深度学习
Machine learning resources
#算法刷题#Open Machine Learning Course
翻译 - 开放式机器学习课程