Elevate Your ML Game: Case Study on MLOps Best Practices in Recommender Systems
Dive into the fascinating realm of MLOps as we unravel a compelling case study on transforming machine learning models into powerful production-ready recommender systems.Join us as we explore the intricacies of seamless model deployment, maintenance, and monitoring, guided by industry-leading MLOps practices and standards.
Our journey is anchored in a real-world example, showcasing the productization of a cutting-edge recommender model for a major LATAM market, developed in collaboration with one of EPAM's strategic clients.
Gain valuable insights into foundational concepts of recommender systems and MLOps, while uncovering the strategies behind building robust data ingestion and model results consumption pipelines.
Sherif AbouklilaDon't miss this opportunity to elevate your understanding of Data Delivery Management, ML, Hybrid Models, Data Quality, Matrix Factorization, Big Data, and Machine Learning – all in one comprehensive presentation!