# course lecture — RSS Amplifier

Recent posts from the 2 feeds in the RSS Amplifier directory that cover course lecture.

Page: <https://rssamplifier.com/topics/course-lecture>  
Feed: <https://rssamplifier.com/topics/course-lecture.md>

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## [UofT GenAI Course -- Lecture 14: Maximum Likelihood Learning](https://www.youtube.com/watch?v=z9hLKfjTW8Q)

_2025-05-30 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 13: Explicit Distribution Learning - Sampling](https://www.youtube.com/watch?v=hsDZ5vJlx-k)

_2025-05-30 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 12: Naive Bayes -- Most Basic Generative Model](https://www.youtube.com/watch?v=6Td-PlpsOIY)

_2025-05-23 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 11: Discriminative vs Generative Learning](https://www.youtube.com/watch?v=ilWOBFlLPjs)

_2025-05-23 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 10: Generic Problem of Data Generation -- Basic Definitions](https://www.youtube.com/watch?v=wRsQVKgG6J4)

_2025-05-22 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 9: Prompt Design for Task-specific Sampling from LLMs](https://www.youtube.com/watch?v=x2QrKlvzV00)

_2025-05-22 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 8: Statistical View on Fine-Tuning and LoRA](https://www.youtube.com/watch?v=F5EJkK4mJkU)

_2025-05-16 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 7: Pre-training and Fine-tuning](https://www.youtube.com/watch?v=ZKLvXfO_D6o)

_2025-05-16 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 6: Examples of LLMs -- Size, Data and Practical Considerations](https://www.youtube.com/watch?v=xWq9J27Xtdo)

_2025-05-16 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 4: Extracting Language Context by Self-Attention](https://www.youtube.com/watch?v=R6eMENU9KDY)

_2025-05-14 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [Production-grade web engineering (Sponsored)](https://crawlproof.com/a/6wkiuxJZq0vE)

_2025-05-14 · **Sponsored**_

Senior engineers who rebuild or launch scalable web products with enterprise rigor

## [UofT GenAI Course -- Lecture 5: LMs -- Transformer-based LMs](https://www.youtube.com/watch?v=E7skNxn_4pI)

_2025-05-14 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 2: LMs -- Definition and Basic Bi-Gram Model](https://www.youtube.com/watch?v=Gy34u_0ARKc)

_2025-05-09 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 3: Context-Aware LMs --Recurrent LMs](https://www.youtube.com/watch?v=uCAdDSf_ItQ)

_2025-05-09 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 1: LMs -- Tokenization and Embedding](https://www.youtube.com/watch?v=P7LGgmLU-8g)

_2025-05-08 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_

## [UofT GenAI Course -- Lecture 0: Course Overview and Logistics](https://www.youtube.com/watch?v=PYVM7Ab9FXQ)

_2025-05-07 · Ali Bereyhi · UofT -- Deep GenAI Course -- Summer25_