UofT GenAI Course -- Lecture 14: Maximum Likelihood LearningMay 30, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 13: Explicit Distribution Learning - SamplingMay 30, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 12: Naive Bayes -- Most Basic Generative ModelMay 23, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 11: Discriminative vs Generative LearningMay 23, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 10: Generic Problem of Data Generation -- Basic DefinitionsMay 22, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 9: Prompt Design for Task-specific Sampling from LLMsMay 22, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 8: Statistical View on Fine-Tuning and LoRAMay 16, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 7: Pre-training and Fine-tuningMay 16, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 6: Examples of LLMs -- Size, Data and Practical ConsiderationsMay 16, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 4: Extracting Language Context by Self-AttentionMay 14, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 5: LMs -- Transformer-based LMsMay 14, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 2: LMs -- Definition and Basic Bi-Gram ModelMay 9, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 3: Context-Aware LMs --Recurrent LMsMay 9, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 1: LMs -- Tokenization and EmbeddingMay 8, 2025 · Ali Bereyhi▶Play+Watch later+Read later
UofT GenAI Course -- Lecture 0: Course Overview and LogisticsMay 7, 2025 · Ali Bereyhi▶Play+Watch later+Read later
