AI Self-Hosting - Spring '24

General Information

• AI Software Setup TBD
• Textbook 1: Building Large Language Models from Scratch
• Textbook 2: Deep Learning
• Syllabus

Schedule

Week 1

• AI History

• The ML Model as a Compiled Training Set

• What is a Neural Network

• AI Homework 01

• 2024-04-03 Wednesday Morning

• 2024-04-04 Thursday Afternoon

Week 2

MNIST Neural Networks, Week 2

• 2024-04-10 Wednesday Morning
• 2024-04-11 Thursday Afternoon

Week 3

• AI Homework 03
• 2024-04-17 Wednesday Morning
• 2024-04-18 Thursday Afternoon

Week 4

Text-To-Speech, Voice-Cloning, Zero-Shot

• AI Morning Discussion 04
• AI Lab 04
• AI Homework 04
• 2024-04-24 Wednesday Morning
• 2024-04-25 Thursday Afternoon

Week 5

GPT / LLM Week 1: History, Tokenizing. Raschka Chapters 1 and 2.

• AI Homework 05
• 2024-05-01 Wednesday Morning
• 2024-05-02 Thursday Afternoon

Week 6

GPT / LLM Week 2. Raschka Chapter 3.

• AI Homework 06
• 2024-05-08 Wednesday Morning
• 2024-05-09 Thursday Afternoon

Week 7

GPT / LLM Week 3:

• 2024-05-15 Wednesday Morning
• 2024-05-16 Thursday Afternoon

Week 8

GPT / LLM Week 4:

• 2024-05-22 Wednesday Morning
• 2024-05-23 Thursday Afternoon

Week 9

• 2024-05-29 Wednesday Morning
• 2024-05-30 Thursday Afternoon

Week 10

Final Project Demo Day

• 2024-06-05 Wednesday Morning
• 2024-06-06 Thursday Afternoon