Responsible AI for Developers: Privacy & Safety

中級スキルレベル

更新日 2026/07

It explores practical methods and tools to implement AI privacy and safety recommended practices.

コース説明

This course introduces important topics of AI privacy and safety. It explores practical methods and tools to implement AI privacy and safety recommended practices through the use of Google Cloud products and open-source tools.

前提条件

このコースに受講要件はありません

Course Introduction

This module introduces the course structure and objectives.

Course Introduction

50 XP

チャプターを開始

AI Privacy

This module focuses on AI Privacy. It provides various techniques and tools to help achieve privacy in data and machine learning training.

Overview of AI Privacy

50 XP

Privacy in Training Data: De-identification techniques

50 XP

Privacy in Training Data: Randomization techniques

50 XP

Privacy in Machine Learning Training: DP-SGD

50 XP

Privacy in Machine Learning Training: Federated Learning

50 XP

System Security on Google Cloud

50 XP

System Security on Gen AI

50 XP

Lab: Differential Privacy in Machine Learning with TensorFlow Privacy

50 XP

Differential Privacy in Machine Learning with TensorFlow Privacy

100 XP

Quiz Question 1

50 XP

Quiz Question 2

50 XP

Quiz Question 3

50 XP

チャプターを開始

AI Safety

This module focuses on AI Safety. It provides various techniques and tools to help achieve safety in AI.

Overview of AI Safety

50 XP

Safety Evaluation

50 XP

Harms Prevention

50 XP

Model Traing for Safety: Instruction Fine-tuning

50 XP

Model Traing for Safety: RLHF

50 XP

Safety in Google Cloud GenAI

50 XP

Lab: Safeguarding with Vertex AI Gemini API

50 XP

Safeguarding with Agent Platform Gemini API

100 XP

Quiz Question 1

50 XP

Quiz Question 2

50 XP

Quiz Question 3

50 XP

チャプターを開始

Course Summary

This module provides a summary of the entire course by covering the most important concepts, tools, and technologies.

Course Summary

50 XP

Reading

50 XP

チャプターを開始

Course Resources

Student PDF links to all modules

Course Resources

50 XP

チャプターを開始

Responsible AI for Developers: Privacy & Safety

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Responsible AI for Developers: Privacy & Safety

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コース説明

前提条件

Course Introduction

AI Privacy

AI Safety

Course Summary

Course Resources

修了証明書を取得

19百万人を超える学習者と共にResponsible AI for Developers: Privacy & Safetyを始めましょう！

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コース説明

修了証明書を取得

.css-nklxlk{color:var(--wf-brand--main, #03EF62);}19百万人を超える学習者と共にResponsible AI for Developers: Privacy & Safetyを始めましょう！

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DataCamp for Mobileでデータスキルを磨きましょう

19百万人を超える学習者と共にResponsible AI for Developers: Privacy & Safetyを始めましょう！