AI for Beginners: Inside Large Language Models

2h 59m 17s
English
Paid

Course description

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.

Read more about the course

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!

Watch Online

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

Comments

0 comments

Want to join the conversation?

Sign in to comment

Similar courses

DNS course for developers

DNS course for developers

Sources: Ruurtjan Pul
Learn DNS once and for all. They say you should learn the fundamentals, and the rest will fall into place. DNS is right at the foundation of the internet. Having a clear underst...
2 hours 44 minutes 2 seconds
Garbage Collection Algorithms

Garbage Collection Algorithms

Sources: udemy, Dmitry Soshnikov
Memory leaks and dangling pointers are the main issues of the manual memory management. You delete a parent node in a linked list, forgetting to delete all its
2 hours 13 minutes 20 seconds
Fundamentals of Operating Systems

Fundamentals of Operating Systems

Sources: udemy
Operating systems orchestrate many processes, allow access to memory, disk and network and execute the process by scheduling them to the CPU. Sounds simple...
21 hours 41 minutes 1 second
Macroeconomics Made Clear

Macroeconomics Made Clear

Sources: Wondrium by The Great Courses, Akila Weerapana
In 24 revealing lectures, Macroeconomics Made Clear will introduce you to the subject that people have been theorizing about and modeling for almost 100 years.
12 hours 34 minutes 14 seconds
Product Design Portfolio Final Final book

Product Design Portfolio Final Final book

Sources: Fedor Shkliarau
Working on a portfolio sometimes seems like the most difficult and lengthy project. However, it is one of the most important and significant steps in a...