·Artificial Intelligence
Module 3 Lesson 1: What Embeddings Are
How does a computer know that a 'King' is like a 'Queen' but not like a 'Kilometer'? In this lesson, we explore Embeddings: the mathematical heart of AI meaning.
nlp
5 articles
·Artificial Intelligence
Module 2 Lesson 2: Tokenization – The Vocabulary of AI
How do LLMs actually 'read'? They don't see words; they see tokens. Learn the secrets of subword tokenization and why it's the secret sauce of modern AI.
·Artificial Intelligence
Module 1 Lesson 1: Defining Large Language Models
Welcome to the first lesson of the LLM course! We start by defining what Large Language Models actually are, why they are 'large', and what they can (and cannot) do.
·AI & LLMs
Module 4 Lesson 5: Tokenization
The bridge between words and numbers. How LLMs translate your typing into something a computer can process.
·AI & Machine Learning
Module 7 Lesson 8: Building a Spam Filter Project
AI in action. Build a fully functional SMS/Email spam filter using the Naive Bayes algorithm and learn how computers process human language.