Dany Entezari

Cohort 1

Cohort 2

Interested in becoming proficient in higher mathematics? Want to better understand machine learning theory? In this video, the main challenges of learning mathematics are revealed with some suggestions for you to more effectively learn mathematics In particular, I show you an effective learning template I've developed from my years of experience trying to master mathematics on my own.

Learning Mathematics for Data Science

A first principles approach to understanding large language models. In this tutorial, we do two things: define a large language model and explain the architecture of a large language model system.

Mathematical Introduction to Large Language Models

In this tutorial, I explain the important components of generative language models: keys, queries, values, attention, and transformers.

Learn directly from Dany Entezari

Dany Entezari

Lightning Lessons

Machine Learning Embeddings: Modalities to Matrices

Resources

Learning Mathematics for Data Science

Mathematical Introduction to Large Language Models