courseraАнализ данных

Quick Start Guide to Large Language Models (LLMs): Unit 1

Курс от Pearson

Средний≈ 6.3 чАнглийский

О курсе

This course is designed to guide you through the evolution of natural language processing (NLP), from its historical roots to the cutting-edge advancements of today. You'll delve into the mechanics of modern deep learning architectures, exploring ground breaking concepts like attention and alignment mechanisms. Gain hands-on experience with leading LLMs such as ChatGPT, Llama, and T5, and discover how these models are revolutionizing AI-driven solutions. Through practical lessons, you'll learn about semantic search and build your own retrieval-augmented generation systems. Additionally, you'll gain experience in prompt engineering, enabling you to communicate effectively with LLMs. By the end of this course, you'll be equipped with the skills to effectively leverage the power of LLMs.

Навыки, которые вы освоите

Natural Language Processing Deep Learning Large Language Modeling Retrieval-Augmented Generation ChatGPT Prompt Engineering Generative AI Generative AI Agents LLM Application Generative Model Architectures

Программа курса

1 модулей · 22 учебных материалов

01Introduction to Large Language Models22 материалов

Module Introduction

Specialization IntroductionВидео

Overview of Large Language Models

TopicsВидео What Are Large Language Models?Видео Popular Modern LLMsВидео Applications of LLMs

Учитесь у экспертов

Pearson

Преподаватель курса

Sinan Ozdemir

AI Author, Speaker & Entrepreneur