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

Learning to Learn [Efficient Learning]: Zero to Mastery

Learning to Learn [Efficient Learning]: Zero to Mastery

Sources: zerotomastery.io
Become an Efficient Learner that is able to outperform others by using the strategies and techniques developed by the world's top performers and using the lates
5 hours 7 minutes 28 seconds
Low Level Design

Low Level Design

Sources: takeUforward
The course is dedicated to low-level design (LLD), a key stage in software development where abstract ideas and...
22 hours 34 minutes 32 seconds
Computer Systems

Computer Systems

Sources: Oz Nova (csprimer.com)
As software engineers, we study computer systems (or computer architecture) to understand how our programs ultimately work and how...
28 hours 15 minutes 48 seconds
Become a Product Manager | Learn the Skills & Get the Job

Become a Product Manager | Learn the Skills & Get the Job

Sources: udemy
The most updated and complete Product Management course on Udemy! You'll learn the skills that make up the entire Product Management job and process: from ideat
12 hours 49 minutes 29 seconds
The Complete Basic Electricity & Electronics Course

The Complete Basic Electricity & Electronics Course

Sources: udemy
Knowledge of Electricity and Electronics is extremely valuable nowadays! Electronic circuits are everywhere, from computers and smartphones, to home appliances
6 hours 39 minutes 38 seconds