The Data Science Club, Nirma University successfully concluded a 2-Day Hands-On Workshop on “End-to-End Machine Learning: From Building to Deployment.”
The workshop focused on bridging the gap between machine learning theory and real-world deployment, enabling students to understand how models transition from notebooks to production environments.
🔹 Day 1 was conducted by Shlok Vaishnov and Jay Gor, who covered the end-to-end Machine Learning workflow and Deep Learning fundamentals, laying a strong conceptual foundation.
🔹 Day 2 featured Mr. Hetul Patel (CTO, Cusp Money), who shared valuable industry insights into MLOps and ML deployment, including practical demonstrations of deploying models using Google Cloud Vertex AI.
Participants worked on real-world datasets, built Machine Learning and Deep Learning projects, and gained hands-on exposure to data preprocessing, model evaluation, and deployment pipelines.
The workshop was coordinated by the Data Science Club faculty coordinators, Dr. Tarjni Vyas and Prof. Ajay Patel, whose guidance and support played a key role in the successful execution of the event.
We sincerely thank all the speakers and the organizing team for making this workshop impactful. 🙌
Most importantly, we appreciate the enthusiastic participation of all students.
📅 Dates: 21st & 22nd January 2026
