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FreeBuild ML Production Grade Projects For Free | MLOps Course For Beginners
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The course walks through a complete MLOps project, from data ingestion through to deployment. It relies on ZenML and MLflow alongside several other MLOps libraries, and the project code is shared on GitHub so you can follow each stage in order.
Beginners who want a project-led route into production machine learning rather than a list of concepts. It works best once you are comfortable with basic model training, since the project builds on that foundation.
PROGRAM UPDATE — LIVE COHORTS CLOSED
All live cohorts are officially closed. November 2026 is my final live cohort, and enrolment is already closed. I will not be opening any more live cohorts.
I’m introducing the FDE + Agentic Engineering Program: an annual community membership starting at ₹24,000 + GST. Your annual pass includes:
• Recordings from all three cohorts
• A structured learning route
• Access to me through the community
• One live group Q&A each month
• A detailed write-up of a production-grade project every two months
This is a community membership with recordings and a monthly Q&A, rather than a new live teaching cohort.
We will welcome up to 50 new members per month. Invitations for the first 50 seats will be emailed in January 2027. Join the waitlist with your name, LinkedIn profile, phone number, and email address to receive a broadcast notification when monthly applications open.
Join the waitlist: https://forms.gle/WzPF6T7mRLK1LtVm8
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Welcome to our MLOps Course! This isn't just another Machine Learning course. It's a comprehensive guide to MLOps, a field that helped me secure high-paying roles at international companies, including a US-based firm offering twice the pay of Google India.
This course will guide you through an end-to-end MLOps project, covering everything from data ingestion to deployment, using state-of-the-art tools like ZenML, MLflow, and various MLOps libraries. If you're eager to explore this emerging field with limited resources, this course is your goldmine. Let's get started!
Github:- https://github.com/ayush714/customer-satisfaction-mlops
🔥 Enroll in our FREE LMS for the full learning experience, including detailed lecture notes, assignments, and a learning plan to complete the course in just 1 month: https://lms.antern.co/courses/core-machine-learning-regression-analysis
🔥 Enrol in CS001 (Machine Learning Engineering Program): https://youtu.be/PhB5CkbZHB8
✨ MY FREE COURSES ✨
👉 My Machine learning Beginners Course: https://www.youtube.com/watch?v=NWONeJKn6kc
👉 Deep learning specialization (ML002) : https://www.youtube.com/watch?v=hqoLP1YRO_c&list=PLITqwrDNk9XBmIDzfu3OZWg3dJW80lICf
👉 My interview w/ @Ishan Sharma: https://www.youtube.com/watch?v=sfCRXvaf6Iw
🌟 My other channel: https://www.youtube.com/c/Neweraa
🌟 Connect with me on social media 🌟
Instagram: https://www.instagram.com/ai.ayush_singh/
LinkedIn: https://www.linkedin.com/in/ayush-singh488/
🌟 Join Our Community 🌟
Discord: https://discord.gg/WjEVJpnh7H
Our Website: https://antern.co/
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Hands-On MLOps Fundamentals for ML Engineers