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

Watch Online AI for Beginners: Inside Large Language Models

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 Think [Cognitive Bias]

Learning to Think [Cognitive Bias]

Sources: zerotomastery.io
Learn how cognitive biases—such as confirmation bias, anchoring effect, and survivor bias - shape your decisions. This course will provide you with...
34 minutes 54 seconds
The World of Computer Networking. Your CCNA starts here

The World of Computer Networking. Your CCNA starts here

Sources: udemy
I have CCIE (Cisco Certified Internetwork Expert) certificate that is most recognisable Computer Network certification in the world and I know about Computer Ne
14 hours 40 minutes 24 seconds
React & TypeScript Chrome Extension Development [2021]

React & TypeScript Chrome Extension Development [2021]

Sources: udemy
Hi! Welcome to the comprehensive Chrome Extension Development course using modern web frameworks in 2021. This is the only course on Udemy that is focused on bu
8 hours 52 minutes 35 seconds