Machine Learning Advocate

Discovering Together

Welcome to Machine Learning Advocate

After 20 years building Machine Learning (ML) systems and leading data science teams across major tech companies, I’ve created the resource I wish I had when starting out. Here, we believe Machine Learning and Artificial Intelligence (AI) should be accessible to everyone, not just tech experts.

Whether you’re taking your first steps or deepening your knowledge, your unique perspective matters here. We’re building more than just another educational resource—we’re creating a community where everyone can learn, grow, and succeed together.

What you’ll find:
• Clear explanations without overwhelming theory
• Real-world projects and applications
• Career transition strategies from industry experience
• A supportive community learning together

Start Here

✉️ hello@mladvocate.com

Ready to explore Machine Learning? Let’s begin this journey together.