MLOps

13 lessons View examples

MLOps Learning Guide

00_Overview.md

MLOps Overview

01_MLOps_Overview.md

ML Project Lifecycle

02_ML_Lifecycle.md

MLflow Basics

03_MLflow_Basics.md

MLflow Advanced

04_MLflow_Advanced.md

Weights & Biases (W&B)

05_Weights_and_Biases.md

Kubeflow Pipelines

06_Kubeflow_Pipelines.md

07. Model Registry

07_Model_Registry.md

08. Model Serving Basics

08_Model_Serving_Basics.md

09. TorchServe & Triton Inference Server

09_TorchServe_Triton.md

10. Drift Detection & Monitoring

10_Drift_Detection_Monitoring.md

11. Feature Stores

11_Feature_Stores.md

12. Practical MLOps Project

12_Practical_MLOps_Project.md