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ZeroToMastery – AI for Beginners: Inside Large Language Models 2025-4

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Introduction to LLMs

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Section 1: How LLMs Work13 videos

Tokens

Word Guessing Machines

Introduction to LLMs

17mNow Playing

Thinking Like LLMs - Roll a Dice

10m

Exercise Visualize the LLM Architecture

The Transformer Model

25m

Base Model vs. Assistant Model

12m

The Training Process

32m

Thinking Like LLMs - The Reversal Curse

15m

Inside LLMs

1h 20m

Artificial General Intelligence (AGI)

21m

Exercise Use ChatGPT to Read the Research

12m

The World of LLMs

11m

Section 2: Introduction1 videos

Introduction

20m

Section 3: AI Research and the Quest for Artificial General Intelligence6 videos

Introduction - Through The Looking Glass

40m

Mechanistic Interpretability - Part 1

48m

Scaling Laws - Model Size

37m

Mechanistic Interpretability - Part 2

1h 20m

Scaling Laws - Dataset Size

27m

Scaling Laws - Training Compute

46m

About this Lecture

Section: How LLMs Work • Size: 36.41 MB • Duration: 17m

Course Summary

AI for Beginners: Inside Large Language Models. Have you ever wondered how artificial intelligence can understand and even produce complex texts? In this course, we will show you how large language models (LLMs) work. Even if you have no background in AI, you can easily learn the complex concepts. Large language models represent a major leap in the field of AI. These models can understand, produce, and manipulate human language with a very high level of accuracy. Because of this, they have become a powerful tool in various fields. This short and intensive course will allow you to update your knowledge of AI in a short period of time.