Recreating ChatGPT
SAT Score Range
•
5 sessions
•
IS
KH
VH
+2
About
Each week, we will cover every concept needed to learn how to recreate a generative pre-trained transformer (GPT) model.
Tutored by
✋ ATTENDANCE POLICY
This course is completely beginner friendly, however if you miss a session you will have to review that to be prepared for the next.
SESSION 1
10
Aug
SESSION 1
Artificial Intelligence
Artificial Intelligence
Sun 6:00 PM - 7:00 PM UTCAug 10, 6:00 PM - 7:00 PM UTC
In this lesson, we will learn the building blocks of neural networks: Perceptrons. This will be an in depth conceptual explanation of how these artificial neurons come together to form complex networks.
SESSION 2
17
Aug
SESSION 2
Artificial Intelligence
Artificial Intelligence
Sun 6:00 PM - 7:00 PM UTCAug 17, 6:00 PM - 7:00 PM UTC
In this lesson, we will go over basic concepts in linear algebra that will be needed to understand how to scale neural networks.
SESSION 3
31
Aug
SESSION 3
Artificial Intelligence
Artificial Intelligence
Sun 6:00 PM - 7:00 PM UTCAug 31, 6:00 PM - 7:00 PM UTC
In this lesson, we will go over the Transformer architecture, the innovation that made LLMs possible. This will build off the linear algebra and MLP concepts of previous sessions (Part 1 / 2)
SESSION 4
7
Sep
SESSION 4
Artificial Intelligence
Artificial Intelligence
Sun 6:00 PM - 7:00 PM UTCSep 7, 6:00 PM - 7:00 PM UTC
In this lesson, we will go over the Transformer architecture, the innovation that made LLMs possible. This will build off the linear algebra and MLP concepts of previous sessions (Part 2 / 2)
SESSION 5
14
Sep
SESSION 5
Artificial Intelligence
Artificial Intelligence
Sun 6:00 PM - 7:00 PM UTCSep 14, 6:00 PM - 7:00 PM UTC
In this lesson, we will use PyTorch and google Colab to implement and train the Transformer to recreate our very own ChatGPT