AI for Beginners: Inside Large Language Models

2h 59m 17s
English
Paid

This compact course is perfectly suited for those who wonder, "How does this artificial intelligence really work?"

Studying large language models (LLM) is important, as they represent a significant step forward in the development of artificial intelligence.

These models, such as ChatGPT, have an astonishing ability to understand, generate, and analyze human language, making them powerful tools for use in a wide range of areas.

Regardless of whether you work in technology, education, business, or the creative industry, understanding LLM will help you:

  • improve communication,
  • automate tasks,
  • create content,
  • solve complex problems.

And most importantly: as these models become an integral part of everyday applications, basic knowledge about them will give you a competitive advantage and a deeper understanding of future AI-driven innovations!

About the Author: zerotomastery.io

zerotomastery.io thumbnail
Whether you are just starting to learn to code or want to advance your skills, Zero To Mastery Academy will teach you React, Javascript, Python, CSS and more to help you advance your career, get hired and succeed at some of the top companies in the world.

Watch Online 20 lessons

This is a demo lesson (10:00 remaining)

You can watch up to 10 minutes for free. Subscribe to unlock all 20 lessons in this course and access 10,000+ hours of premium content across all courses.

View Pricing
0:00
/
#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
Unlock unlimited learning

Get instant access to all 19 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.

Learn more about subscription