Discovering Together
Welcome! I’m so glad you’re here.
After 20 years designing ML systems and leading data science teams at major tech companies, I created this resource to be the one I wish I’d had when I started out.
Machine Learning Advocate is built on one simple belief:
ML and AI should be accessible to everyone – not just experts.
Whether you’re brand new or deepening your skills, your perspective matters. This isn’t just another educational blog. It’s a space to learn, ask questions, and grow together – at your own pace, in your own voice.
What you’ll find here:
✔ Clear explanations without overwhelming theory
✔ Real-world projects and practical examples
✔ Honest career guidance from inside the industry
✔ A supportive, friendly community of learners
🌱 You don’t need a PhD or formal training to get started.
✉️ You can always reach me at hello@mladvocate.com
Ready to explore Machine Learning? Let’s begin this journey together.