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Large Language Models with Semantic Search

California, United States

The Non-degree in Large Language Models with Semantic Search at DeepLearning.AI is a program for international students taught in English.

📖 Introduction

DeepLearning.AI is an online education platform founded in 2017 by Andrew Ng, a leading AI expert and co-founder of Coursera. As a private organization, DeepLearning.AI specializes in AI and machine learning education, offering high-quality courses, specializations, and professional certifications in collaboration with top institutions and industry leaders. The platform is known for its practical, hands-on approach to teaching AI concepts and its focus on making cutting-edge AI knowledge accessible to learners worldwide.

📚 About the Program

Keyword search has been a common method for search for many years. But for content-rich websites like news media sites or online shopping platforms, the keyword search capability can be limiting. Incorporating large language models (LLMs) into your search can significantly enhance the user experience by allowing them to ask questions and find information in a much easier way.This course teaches the techniques needed to leverage LLMs into search.Throughout the lessons, you’ll explore key concepts like dense retrieval, which elevates the relevance of retrieved information, leading to improved search results beyond traditional keyword search, and reranking, which injects the intelligence of LLMs into your search system, making it faster and more effective.

Keyword search has been a common method for search for many years. But for content-rich websites like news media sites or online shopping platforms, the keyword search capability can be limiting. Incorporating large language models (LLMs) into your search can significantly enhance the user experience by allowing them to ask questions and find information in a much easier way.This course teaches the techniques needed to leverage LLMs into search.Throughout the lessons, you’ll explore key concepts like dense retrieval, which elevates the relevance of retrieved information, leading to improved search results beyond traditional keyword search, and reranking, which injects the intelligence of LLMs into your search system, making it faster and more effective.

🏫 About the University

DeepLearning.AI is dedicated to advancing artificial intelligence education and empowering individuals to build careers in AI and machine learning. The platform offers a range of courses, including the renowned "Deep Learning Specialization" and "AI for Everyone," designed to cater to beginners, professionals, and researchers. By collaborating with leading experts and institutions, DeepLearning.AI provides industry-relevant content that bridges the gap between theoretical knowledge and real-world applications. Through its online courses, research initiatives, and community-driven projects, DeepLearning.AI plays a crucial role in shaping the future of AI education and innovation.

💰 Fees

Application Fee

$0 USD

$0 USD

Tuition Fee

$120 USD

$120 USD

per year

✅ Entry Requirements

The minimum age is 18 and the maximum age is 50.

English Fluent is required.

Minimum education level Bachelor's degree

All students from all countries are eligible to apply to this program.

📬 Admissions Process


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