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Introduction to Responsible AI - 繁體中文

Google Cloud Training

這個入門微學習課程主要介紹「負責任的 AI 技術」和其重要性，以及 Google 如何在自家產品中導入這項技術。本課程也會說明 Google 的 7 個 AI 開發原則。

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What's inside

Syllabus

「負責任的 AI 技術」簡介

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

適合學習 AI ethics 領域之基礎知識者。

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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 Responsible AI - 繁體中文 with these activities:

使用 TensorFlow 實作負責任的人工智慧模型

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藉由親自實作模型，你可以深入了解負責任的人工智慧模型的運作方式。

Browse courses on TensorFlow

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觀看 TensorFlow 官方教程，學習如何建立基本的人工智慧模型。
將負責任的人工智慧原則應用到模型中，例如偏見緩解和可解釋性。
部署模型並監控其效能，以確保其符合負責任的人工智慧標準。

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Career center

Learners who complete Introduction to Responsible AI - 繁體中文 will develop knowledge and skills that may be useful to these careers:

Machine Learning Engineer

Machine Learning Engineers design, develop, and deploy machine learning models. This course on Responsible AI can help Machine Learning Engineers understand the ethical implications of their work and how to develop AI systems that are fair, unbiased, and transparent. This course can be particularly useful for Machine Learning Engineers who are working on developing AI systems for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for Machine Learning Engineer

Data Scientist

Data Scientists are responsible for analyzing data to extract insights that can help businesses make better decisions. This course on Responsible AI can help Data Scientists understand the ethical implications of their work and how to develop AI systems that are fair, unbiased, and transparent. This course can be particularly useful for Data Scientists who are working on developing AI systems for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for Data Scientist

AI Researcher

AI Researchers develop new AI algorithms and techniques. This course on Responsible AI can help AI Researchers understand the ethical implications of their work and how to develop AI systems that are fair, unbiased, and transparent. This course can be particularly useful for AI Researchers who are working on developing AI systems for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for AI Researcher

Product Manager

Product Managers are responsible for defining and managing the development of new products. This course on Responsible AI can help Product Managers understand the ethical implications of AI and how to develop AI-powered products that are fair, unbiased, and transparent. This course can be particularly useful for Product Managers who are working on developing AI-powered products for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for Product Manager

Software Engineer

Software Engineers design, develop, and test software applications. This course on Responsible AI can help Software Engineers understand the ethical implications of their work and how to develop AI systems that are fair, unbiased, and transparent. This course can be particularly useful for Software Engineers who are working on developing AI systems for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for Software Engineer

Project Manager

Project Managers plan, execute, and close projects. This course on Responsible AI can help Project Managers understand the ethical implications of AI and how to develop AI-powered projects that are fair, unbiased, and transparent. This course can be particularly useful for Project Managers who are working on developing AI-powered projects for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for Project Manager

Business Analyst

Business Analysts help businesses understand their needs and develop solutions to meet those needs. This course on Responsible AI can help Business Analysts understand the ethical implications of AI and how to develop AI-powered solutions that are fair, unbiased, and transparent. This course can be particularly useful for Business Analysts who are working on developing AI-powered solutions for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for Business Analyst

Data Analyst

Data Analysts collect, clean, and analyze data to extract insights that can help businesses make better decisions. This course on Responsible AI can help Data Analysts understand the ethical implications of their work and how to develop AI systems that are fair, unbiased, and transparent. This course can be particularly useful for Data Analysts who are working on developing AI systems for sensitive applications, such as healthcare or finance.

See salaries and explore the career path for Data Analyst

Compliance Officer

Compliance Officers ensure that businesses comply with laws and regulations. This course on Responsible AI can help Compliance Officers understand the ethical implications of AI and how to develop AI-powered compliance systems that are fair, unbiased, and transparent. This course can be particularly useful for Compliance Officers who are working on developing AI-powered compliance systems for sensitive applications, such as healthcare or finance.

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Risk Manager

Risk Managers identify, assess, and mitigate risks. This course on Responsible AI can help Risk Managers understand the ethical implications of AI and how to develop AI-powered risk management systems that are fair, unbiased, and transparent. This course can be particularly useful for Risk Managers who are working on developing AI-powered risk management systems for sensitive applications, such as healthcare or finance.

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Auditor

Auditors examine and evaluate financial records to ensure accuracy and compliance. This course on Responsible AI can help Auditors understand the ethical implications of AI and how to develop AI-powered auditing systems that are fair, unbiased, and transparent. This course can be particularly useful for Auditors who are working on developing AI-powered auditing systems for sensitive applications, such as healthcare or finance.

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Consultant

Consultants provide advice and guidance to businesses on a variety of topics. This course on Responsible AI can help Consultants understand the ethical implications of AI and how to develop AI-powered consulting services that are fair, unbiased, and transparent. This course can be particularly useful for Consultants who are working on developing AI-powered consulting services for sensitive applications, such as healthcare or finance.

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IT Manager

IT Managers plan, implement, and manage IT systems and networks. This course on Responsible AI can help IT Managers understand the ethical implications of AI and how to develop AI-powered IT systems that are fair, unbiased, and transparent. This course can be particularly useful for IT Managers who are working on developing AI-powered IT systems for sensitive applications, such as healthcare or finance.

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Cybersecurity Analyst

Cybersecurity Analysts protect computer systems and networks from cyberattacks. This course on Responsible AI can help Cybersecurity Analysts understand the ethical implications of AI and how to develop AI-powered cybersecurity systems that are fair, unbiased, and transparent. This course can be particularly useful for Cybersecurity Analysts who are working on developing AI-powered cybersecurity systems for sensitive applications, such as healthcare or finance.

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Data Engineer

Data Engineers design, build, and maintain data pipelines. This course on Responsible AI can help Data Engineers understand the ethical implications of AI and how to develop AI-powered data pipelines that are fair, unbiased, and transparent. This course can be particularly useful for Data Engineers who are working on developing AI-powered data pipelines for sensitive applications, such as healthcare or finance.

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Reading list

We've selected 12 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 Responsible AI - 繁體中文.

Artificial Intelligence