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Machine-Learning
Deep Neural Networks for YouTube Recommendations
Multi-gate Mixture of Experts (MMoE): Multi-Task Learning
Deep & Cross Network (DCN): Explicit Feature Crossing
Deep Interest Network (DIN): Attention for Recommendations
Transformer Architecture: Attention Mechanisms and Design
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Recommendation-Systems
Deep Neural Networks for YouTube Recommendations
Deep & Cross Network (DCN): Explicit Feature Crossing
Deep Interest Network (DIN): Attention for Recommendations
Sequential Recommender Systems Walk-Through
Deep-Learning
Transformer Architecture: Attention Mechanisms and Design
DNN Foundations: Regularization, Dropout, and Overfitting Prevention
Multi-Task-Learning
Multi-gate Mixture of Experts (MMoE): Multi-Task Learning