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這堂入門微學習課程說明大型語言模型 (LLM) 的定義與用途，以及如何調整提示來提高 LLM 成效。這堂課程也會介紹多項 Google 工具，協助您自行開發生成式 AI 應用程式。
Register for this course and see more details by visiting:
OpenCourser.com/course/7i1s5t/introduction
What's inside
Syllabus
大型語言模型簡介
這個單元說明大型語言模型 (LLM) 的定義與用途，以及如何調整提示來提高 LLM 成效，並介紹多項 Google 工具，協助您自行開發生成式 AI 應用程式。
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
適合作為初學者了解大型語言模型的入門課程。
進階學習者可能需要進一步的資源來深入探討大型語言模型。
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Save Introduction to Large Language Models - 繁體中文 to your list so you can find it easily later:
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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 Introduction to Large Language Models - 繁體中文 with these
activities:
組織並回顧課程材料
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整理和複習課程材料，加強理解並準備後續的學習。
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-
將課程筆記、投影片和習題整理成單一文件
-
定期回顧材料並補充筆記
Show all one activities
組織並回顧課程材料
Show steps
整理和複習課程材料，加強理解並準備後續的學習。
Show steps
Show steps
Show steps
- 將課程筆記、投影片和習題整理成單一文件
- 定期回顧材料並補充筆記
Show all one activities
Career center
Learners who complete Introduction to Large Language Models - 繁體中文 will develop knowledge and skills
that may be useful to these careers:
Large Language Model Developer
Large Language Model Developer
Large Language Model Developers are responsible for designing, building, and deploying large language models (LLMs). As a Large Language Model Developer, you will use your knowledge of natural language processing and machine learning to create AI systems that can understand and generate human language. This course will help you build a foundation in the fundamentals of LLMs and provide you with the skills necessary to develop and deploy your own LLM applications.
Natural Language Processing Engineer
Natural Language Processing Engineer
Natural Language Processing Engineers design and develop systems that enable computers to understand and process human language. This course will help you build a foundation in the fundamentals of natural language processing and provide you with the skills necessary to develop and deploy your own NLP applications.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design and develop systems that can learn from data and make predictions. This course will help you build a foundation in the fundamentals of machine learning and provide you with the skills necessary to develop and deploy your own machine learning applications.
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. This course will help you build a foundation in the fundamentals of data science and provide you with the skills necessary to collect, clean, and analyze data to make informed decisions.
Artificial Intelligence Engineer
Artificial Intelligence Engineer
Artificial Intelligence Engineers design and develop AI systems. This course will help you build a foundation in the fundamentals of AI and provide you with the skills necessary to develop and deploy your own AI applications.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. This course will help you build a foundation in the fundamentals of software engineering and provide you with the skills necessary to develop and deploy your own software applications.
Computer Scientist
Computer Scientist
Computer Scientists conduct research in the field of computer science. This course will help you build a foundation in the fundamentals of computer science and provide you with the skills necessary to conduct your own research in this field.
Information Technology Specialist
Information Technology Specialist
Information Technology Specialists provide support and maintenance for IT systems. This course will help you build a foundation in the fundamentals of information technology and provide you with the skills necessary to provide support and maintenance for IT systems.
Web Developer
Web Developer
Web Developers design and develop websites. This course will help you build a foundation in the fundamentals of web development and provide you with the skills necessary to design and develop your own websites.
Database Administrator
Database Administrator
Database Administrators design, develop, and maintain databases. This course will help you build a foundation in the fundamentals of database administration and provide you with the skills necessary to design, develop, and maintain your own databases.
Network Administrator
Network Administrator
Network Administrators design, develop, and maintain networks. This course will help you build a foundation in the fundamentals of network administration and provide you with the skills necessary to design, develop, and maintain your own networks.
Security Analyst
Security Analyst
Security Analysts design, develop, and maintain security systems. This course will help you build a foundation in the fundamentals of security analysis and provide you with the skills necessary to design, develop, and maintain your own security systems.
System Administrator
System Administrator
System Administrators design, develop, and maintain systems. This course will help you build a foundation in the fundamentals of system administration and provide you with the skills necessary to design, develop, and maintain your own systems.
Technical Writer
Technical Writer
Technical Writers create documentation for technical products and services. This course will help you build a foundation in the fundamentals of technical writing and provide you with the skills necessary to create documentation for your own technical products and services.
Teacher
Teacher
Teachers teach students in a variety of settings. This course will help you build a foundation in the fundamentals of teaching and provide you with the skills necessary to teach students in your own setting.
For more career information including salaries, visit:
OpenCourser.com/course/7i1s5t/introduction
Reading list
We've selected five books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Introduction to Large Language Models - 繁體中文.
本書是自然語言處理和語音處理領域的經典教科書，提供了對這些領域的全面且深入的介紹。非常適合作為本課程的補充教材。
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本书对预训练模型进行全面解读，涵盖了预训练模型的基础知识、技术细节和前沿进展，也能帮助你深入理解 LLM。
本書重點介紹機器學習在自然語言處理中的應用。非常適合希望了解如何使用機器學習技術解決自然語言處理任務的讀者。
本書提供了 NLTK 庫的全面指南，這是一個用於自然語言處理的流行開源庫。非常適合希望使用 NLTK 庫的開發人員。
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这本书是机器学习的经典教材，为 LLM 的机器学习基础提供了背景。
For more information about how these books relate to this course, visit:
OpenCourser.com/course/7i1s5t/introduction
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