Popular GitHub Repositories for Kserve

Standardized Serverless ML Inference Platform on Kubernetes

Hopsworks - Data-Intensive AI platform with a Feature Store

AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB

The Machine Learning Zoomcamp teaches foundational and advanced ML concepts using tools like NumPy, Pandas, Scikit-Learn, TensorFlow, XGBoost, Flask, Docker, AWS, Kubernetes, and KServe. It covers regression, classification, evaluation metrics, neural networks, deployment strategies, and end-to-end projects to bridge theory and practice.

Collection of bet practices, reference architectures, examples, and utilities for foundation model development and deployment on AWS.

KServe TrustyAI explainer

一个完整的机器学习项目，利用财务数据、信用局数据和人口统计数据来预测贷款违约。涵盖数据预处理、特征工程、处理数据不平衡、模型训练（随机森林和XGBoost）、模型评估和结果可视化。

A complete MLOps demo integrating Kubeflow Pipelines with S3, MLflow, and KServe. Designed for learning and experimentation.