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Jesse Williams

95 posts by Jesse Williams

Understanding the MLOps Lifecycle
ai - 11 min read

Understanding the MLOps Lifecycle

Master the MLOps lifecycle with this guide. Understand key stages like CI/CD, monitoring, and retraining, and discover how KitOps tackles common challenges.

Platform Engineering vs. MLOps: Key Comparisons
MLOps - 6 min read

Platform Engineering vs. MLOps: Key Comparisons

Discover how Platform Engineering and MLOps compare and complement each other, tackling challenges like infrastructure complexity and model drift while streamlining AI workflows and deployments.

How to Turn Your OpenShift Pipelines Into an MLOps Pipeline
KitOps - 10 min read

How to Turn Your OpenShift Pipelines Into an MLOps Pipeline

Build smarter MLOps pipelines. Combine KitOps and OpenShift Pipelines to automate deployment, reduce friction, and accelerate machine learning workflows.

How to Use KitOps with MLflow
KitOps - 8 min read

How to Use KitOps with MLflow

Learn to use KitOps alongside MLflow to simplify AI project lifecycles. This tutorial covers setup, experiment tracking, and model deployment for scalable ML systems.

Jozu Hub vs. Docker Hub? Which One Works Best for AI/ML?
ai - 8 min read

Jozu Hub vs. Docker Hub? Which One Works Best for AI/ML?

Jozu Hub vs. Docker Hub: Learn how Jozu Hub’s tailored features for AI/ML projects simplify versioning, GPU setup, and scalability for efficient workflows.

Deploying AI Projects Through a Jenkins Pipeline
ai - 8 min read

Deploying AI Projects Through a Jenkins Pipeline

Deploy AI models the smart way with Jenkins pipelines. Step-by-step guide to integrate GitHub, KitOps, and Jozu Hub into your CI/CD workflow.

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