Language Processing, Recommendations, System Integration // Aayush Mugdal // MLOps Podcast #211 clip

MLOps podcast #211 with Aayush Mudgal, Senior Machine Learning Engineer at Pinterest, Ads Ranking Evolution at Pinterest.

Transitioning to the advancements in machine learning, Aayush discusses the neutral shift from GBDTs to neural networks and expresses his enthusiasm for the complexity of sequence modeling techniques in recommendation systems. He highlights the convergence of NLP into recommendation systems and the widespread adoption of transformer techniques across industries. Additionally, he explores the integration of systems with Ray for more flexible mobile training …

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