We may earn an affiliate commission when you visit our partners.
Course image
Google Cloud Training

本课程介绍 Vertex AI Vector Search,并说明如何使用它来通过嵌入大语言模型 (LLM) API 构建搜索应用。本课程包括以下内容:讲解矢量搜索和文本嵌入概念的讲座、关于如何在 Vertex AI 上构建矢量搜索的实际演示,以及一项实操实验。

Enroll now

What's inside

Syllabus

矢量搜索和嵌入
本课程介绍 Vertex AI Vector Search,并说明如何使用它来通过嵌入大语言模型 (LLM) API 构建搜索应用。本课程包括以下内容:讲解矢量搜索和文本嵌入概念的讲座、关于如何在 Vertex AI 上构建矢量搜索的实际演示,以及一项实操实验。

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
该课程由Google Cloud Training讲授,他们以在云计算领域的工作而闻名。
本课程融合了文本嵌入、矢量搜索和 LLM 技术,适合具有良好机器学习和 NLP 背景的技术人员和开发人员。
本课程提供动手实验,这对于实践和巩固所学知识至关重要。
通过整合 LLM API,该课程展示了如何利用最新的大语言模型的强大功能。

Save this course

Save Vector Search and Embeddings - 简体中文 to your list so you can find it easily later:
Save

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Vector Search and Embeddings - 简体中文 with these activities:
Revisit the fundamentals
Review the key concepts of vector search and text embedding to prepare for the course.
Browse courses on Vector Search
Show steps
  • Read an overview of vector search and text embedding
  • Review the concepts of vector space models and cosine similarity
  • Complete practice exercises on vector search and text embedding
Solve practice problems
Solve practice problems to improve your understanding of vector search and text embedding.
Browse courses on Vector Search
Show steps
  • Find a set of practice problems related to vector search or text embedding
  • Attempt to solve the problems on your own
  • Review the solutions and identify areas for improvement
  • Repeat until you can confidently solve most of the problems
Join a study group
Join a study group to collaborate with other students, discuss the course material, and learn from each other.
Show steps
  • Find a study group or create your own
  • Meet regularly to discuss the course material
  • Share resources and insights with each other
  • Support and motivate each other through the learning journey
Four other activities
Expand to see all activities and additional details
Show all seven activities
Follow a tutorial on Vertex AI Vector Search
Follow a step-by-step tutorial to set up and use Vertex AI Vector Search for your application.
Show steps
  • Find a tutorial on Vertex AI Vector Search
  • Follow the tutorial to set up Vertex AI Vector Search
  • Experiment with different parameters and options
  • Deploy a vector search application using Vertex AI Vector Search
Contribute to an open-source project
Contribute to an open-source project to gain experience with real-world applications of vector search and text embedding.
Browse courses on Open-Source
Show steps
  • Find an open-source project related to vector search or text embedding
  • Review the project documentation and codebase
  • Identify an area where you can contribute
  • Submit a pull request with your contribution
Volunteer in a related field
Volunteer your skills to a non-profit or open-source project related to natural language processing or machine learning.
Show steps
  • Find a volunteer opportunity in a related field
  • Contribute your skills and knowledge to the project
  • Learn from experienced professionals
  • Gain practical experience and build your resume
Write a blog post or article
Create a blog post or article to share your knowledge and insights on vector search and text embedding.
Browse courses on Vector Search
Show steps
  • Choose a topic related to vector search or text embedding
  • Research and gather information on the topic
  • Organize your thoughts and ideas into an outline
  • Write your blog post or article
  • Share your blog post or article with others

Career center

Learners who complete Vector Search and Embeddings - 简体中文 will develop knowledge and skills that may be useful to these careers:

Reading list

We haven't picked any books for this reading list yet.

Share

Help others find this course page by sharing it with your friends and followers:

Similar courses

Here are nine courses similar to Vector Search and Embeddings - 简体中文.
数据结构和算法 Data Structures and Algorithms
Most relevant
Data Structures and Algorithms (I)
Most relevant
Vector Search and Embeddings - 繁體中文
Most relevant
c#高级编程
Most relevant
Gemini for Network Engineers - 简体中文
Most relevant
Gemini for DevOps Engineers - 简体中文
Most relevant
系统平台与C#程序基础
Most relevant
Responsible AI: Applying AI Principles with GC - 简体中文
Most relevant
Essential Google Cloud Infrastructure: Core Services -...
Most relevant
Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.

© 2016 - 2024 OpenCourser