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Welcome to the AI/ML Companion Site

This site is your ultimate resource for mastering practical, cost-effective AI/ML development. It combines two complementary books designed to guide aspiring builders, MLOps engineers, and AI creatives through the complete lifecycle of modern AI projects—from idea to deployment.

📘 Book 1: Mastering AI/ML Projects on a Budget

This book teaches you how to:

  • Structure and deploy AI/ML apps without burning your wallet
  • Use Gradio, Hugging Face Spaces, Railway, and React
  • Build end-to-end apps like Meme Generators and Cartoonizers

👉 Start reading: Book 1: Mastering AI/ML Projects on a Budget

📘 Book 2: AI/ML Project Toolkit: Concepts & Tools Explained

This book is your technical toolbox for:

  • Understanding DevOps essentials (CI/CD, Docker, FastAPI)
  • Managing deployment and scaling on real-world platforms
  • Navigating the mental models of modern AI systems

👉 Start reading: Book 2: AI/ML Project Toolkit: Concepts & Tools Explained

Project Goals

This project aims to support the AI/ML community by offering well-structured, open-source documentation on building, deploying, and maintaining intelligent systems using accessible tools and platforms.

  • Built with MkDocs Material
  • Hosted on GitHub Pages
  • Deployment powered by GitHub Actions (see .github/workflows/deploy.yml)

Created and maintained by Clay Mark Sarte