Data & AI Pipelines
End-to-end data pipelines for AI systems — scalable ingestion, validation, transformation, and feature pipelines built for real-world constraints. Designed to power reliable, outcome-driven AI models in production.


A live, instructor-led AI engineering platform for software professionals who want to move beyond tutorials and learn how real AI systems are designed, built, evaluated, and deployed in production.
Join 1000+ software professionals shipping production AI every weekend.

"TMLC Academy stands out for its enterprise-grade AI projects, practical learning approach and community"
"TMLC's projects mirror real Enterprise AI work, giving you production AI skills that puts you ahead in the industry"
TMLC Academy Live is an annual subscription based platform where we conduct live, hands-on enterprise AI development sessions every weekend.
Global AI practitioners lead these sessions, focusing on trending AI use cases and real-world implementations companies are deploying today.
Learners get next-level practical experience that no other course can provide helping them scale as AI evolves and stay ahead of the market.
Live every week, all year — sessions on the AI stack companies deploy today.
Not toy examples. Not typical demos. End to End Projects based on Global usecases.
Code repositories. Architecture diagrams. Post-session summaries. Session Recordings. Everything archived.
Direct support when you need clarity. Optional deep-dives for members who want to go beyond the surface.
Get an access to highly active and most productive community of Software and Tech professionals across globe.
Taught by top AI practitioners and researchers who have shipped AI systems globally
Live sessions and project builds are conducted around five core themes covering everything from data pipelines to production deployment and research.
End-to-end data pipelines for AI systems — scalable ingestion, validation, transformation, and feature pipelines built for real-world constraints. Designed to power reliable, outcome-driven AI models in production.
Learn foundation, fine-tuned, and domain-adapted models engineered for real-world performance. From LLMs and multimodal systems to classical ML and deep learning, optimized for accuracy, cost, latency, and measurable business outcomes in production.
Combining advanced tooling, intelligent agents, and robust orchestration. From LLM integration and vector databases to planning, memory, routing, state management, and multi-agent coordination — built for secure, scalable, and outcome-driven AI in production environments.
Learn production-grade infrastructure, CI/CD for AI, monitoring, logging, evaluation, and cost governance. Built to ensure reliability, scalability, traceability, and continuous improvement of AI systems in real-world environments.
Turning state-of-the-art research into deployable AI systems. From paper analysis and rapid experimentation to engineering, hardening, and shipping reliable models that deliver measurable impact in production.






A learning system that compounds weekly, like real production systems. A simple yearly plan.
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"TMLC Academy's projects mirror how actual AI projects run inside a company. Real problems. Real workflows. I had a portfolio of projects built from scratch - each one backed by deep understanding, not just copied code. My work was my proof of competence. That's something a certificate never gave me."
"The structured learning and hands-on experience gave me the confidence to switch into the data science domain within same company. TMLC Academy's practical approach ensures that learning stays current with industry trends. Guided mentorship and hands-on projects with industry-standard tools - that's the USP."
"TMLC Academy introduced me to new parts of deep learning like Explainable AI, MLOps and deployment. It boosted my confidence on Deep learning models and improved my teamwork skills. TMLC's guided project is the perfect place for a head start on deep learning applications."
"TMLC's focus on real-world business use cases shows they're interested in practical applications, not just theory. This emphasis on practicality ensures the skills you gain are valuable in the job market."
A yearly subscription platform where global AI practitioners conduct live, hands-on enterprise AI engineering sessions every weekend — with full replays, code repositories, and a private learner community.
₹6,999 per year — 50% off the regular ₹14,000 for a limited time.
Yes. The membership runs year-round. Join anytime and get access to all upcoming live sessions plus the complete replay archive.
Every session is recorded. You get full replay access along with code repositories, architecture diagrams, and post-session summaries.
Sessions are conducted on weekends, typically 18:00 – 20:00 IST.
Please refer to our Refund Policy, or reach out to us on WhatsApp — we're happy to help before you commit.
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