AI for Beginners: Inside Large Language Models

2h 59m 17s
English
Paid

Unlock the secrets of artificial intelligence with our compact course designed for anyone curious about how AI truly functions.

Why Study Large Language Models?

Large language models (LLMs) represent a monumental advancement in the field of artificial intelligence. Understanding them is crucial as they are transformative tools that impact various industries.

The Power of LLMs

Models like ChatGPT demonstrate an extraordinary capacity to understand, generate, and analyze human language. This ability makes them versatile tools across numerous sectors.

Benefits Across Industries

No matter your industry—be it technology, education, business, or the creative field—having knowledge of LLMs can empower you to:

  • Improve communication
  • Automate tasks
  • Create content
  • Solve complex problems

Gain a Competitive Edge

Why stay ahead? As LLMs become integral to everyday applications, possessing a foundational understanding of these models will not only provide a competitive advantage but will also enhance your insight into future AI-driven innovations.

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#1: Introduction
All Course Lessons (20)
#Lesson TitleDurationAccess
1
Introduction Demo
05:52
2
Introduction to LLMs
05:45
3
Tokens
05:18
4
Word Guessing Machines?
05:51
5
Thinking Like LLMs - Roll a Dice
06:57
6
Inside LLMs
22:14
7
The Transformer Model
07:39
8
Exercise: Visualize the LLM Architecture
03:57
9
The Training Process
09:58
10
Base Model vs. Assistant Model
07:07
11
Thinking Like LLMs - The Reversal Curse
05:15
12
Artificial General Intelligence (AGI)
05:29
13
Exercise: Use ChatGPT to Read the Research
04:48
14
The World of LLMs
06:06
15
Introduction - Through The Looking Glass...
09:45
16
Mechanistic Interpretability - Part 1
13:25
17
Mechanistic Interpretability - Part 2
21:00
18
Scaling Laws - Model Size
12:56
19
Scaling Laws - Dataset Size
08:05
20
Scaling Laws - Training Compute
11:50
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