Attention is all you need
Exploring Large Language Models and the Path to Artificial General Intelligence
Table of Contents
Title Page
Introduction of lecturer and topic
Agenda
High level content overview
Episode I: Concepts of Large Language Modelling
1.
Introduction
2.
Predicting the next word in a sequence
3.
Neural Nets
4.
The Concept of Embeddings
5.
Inside ChatGPT
6.
Training Large Language Models
7.
LLM Security
Episode II: The Road to Artificial General Intelligence (AGI)
8.
State of the Art and Prospective Developments in Large Language Models
9.
Prospects of Human Level AI
10.
The Merger of Exponential Technologies
11.
The Role of Quantum Computing
Introduction of lecturer and topic
High level content overview
Episode I: Concepts of Large Language Modelling
1. Introduction
2. Predicting the next word in a sequence
3. Neural Nets
4. The Concept of Embeddings
5. Inside ChatGPT
6. Training Large Language Models
7. LLM Security
Episode II: The Road to Artificial General Intelligence (AGI)
8. State of the Art and Prospective Developments in Large Language Models
9. Prospects of Human Level AI
10. The Merger of Exponential Technologies
11. The Role of Quantum Computing