Introduction to Large Language Models

Google Cloud via Coursera

Coursera based on 956 ratings

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Overview

Introduction to Large Language Models is a beginner-friendly course designed to demystify the architecture, capabilities, and real-world applications of large language models (LLMs) like OpenAI’s GPT, Google’s PaLM, and Meta’s LLaMA. It is ideal for developers, students, and professionals who want to understand how LLMs work and how they’re transforming industries. The course covers the foundational concepts behind LLMs, including tokenization, embeddings, attention mechanisms, transformers, and training on massive datasets. You’ll also explore how these models are fine-tuned and used in...

Syllabus

Introduction to Large Language Models

This module explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance. It also covers Google tools to you develop your own Gen AI apps.