Exercises and supplementary material for the machine learning operations course at DTU.
Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations
This work explains how OR and ML in tandem can help us making a cost efficient decisions. I have used a Supply Chain Network Design use case to explain benefits of ML+OR together.
Efficient operation implementation based on the Cambricon Machine Learning Unit (MLU) .
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
DataOps(Data Operation), MLOps(Machine Learning Operation) Contents
Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.
Reference architecture for machine learning operations
《Probabilistic Machine Learning》 - 《概率机器学习》系列丛书，作者 Kevin Murphy
《Machine Learning Systems: Design and Implementation》 中文译本 - 《机器学习系统：设计和实现》
Benchmarking Deep Learning operations on different hardware
翻译 - 对不同硬件上的深度学习操作进行基准测试
#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
Machine Learning for Go
翻译 - Go机器学习
#计算机科学#scikit-learn 是基于 SciPy、NumPy、matplotlib 构建的 Python 机器学习框架
#计算机科学#A resource for learning about Machine learning & Deep Learning
翻译 - 学习ML，DL，PyTorch和TensorFlow的资源。反馈总是感激:)
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
翻译 - 一个Python自动化机器学习工具，可使用基因编程来优化机器学习管道。
Homomorphic machine learning
deep learning/ machine learning