Google Cloud
Introduction to AI and Machine Learning on GC - 简体中文
Google Cloud

Introduction to AI and Machine Learning on GC - 简体中文

Taught in Chinese (Simplified)


Gain insight into a topic and learn the fundamentals

Beginner level
No prior experience required
9 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 了解 Google Cloud 提供的数据到 AI 技术和工具。

  • 在应用中使用生成式 AI 功能。

  • 选择在 Google Cloud 上开发 AI 项目的不同选项。

  • 使用 Vertex AI 构建端到端机器学习模型。

Details to know

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There are 6 modules in this course

本单元介绍课程目标:帮助学员浏览 Google Cloud 中的各项 AI 开发工具。另外,还简要介绍了基于三层 AI 框架的课程结构,包括 AI 基础、开发和解决方案。

What's included

1 video

本单元先通过一个应用场景展示了 AI 的功能。然后着重介绍 AI 基础,包括计算和存储等云基础架构。另外还介绍了 Google Cloud 上的主要数据和 AI 开发产品。最后,展示了如何使用 BigQuery ML 来构建机器学习模块,这有助于将数据转换为 AI。

What's included

10 videos1 reading1 quiz1 app item

本单元探索在 Google Cloud 上开发机器学习项目的各种选项,包括预先训练的 API 等现成解决方案、AutoML 等无代码和低代码解决方案,以及自定义训练等基于代码的解决方案。我们会比较各选项的优缺点,帮助确定适当的开发工具。

What's included

8 videos1 reading1 quiz1 app item

本单元介绍机器学习工作流,内容涵盖数据准备、数据开发,和通过 Vertex AI 提供模型。还阐明了如何使用 Vertex AI Pipelines 将工作流转化为自动化流水线。

What's included

9 videos1 reading1 quiz1 app item

本单元介绍 AI 领域的最新进展“生成式 AI”,及开发生成式 AI 项目的基本工具包。首先探索的是 Google Cloud 上的生成式 AI 工作流。然后介绍了如何通过 Gen AI Studio 和 Model Garden 使用 Gemini 多模态、设计提示和对模型进行调优。最后是探索 AI 解决方案内置的生成式 AI 功能。

What's included

9 videos1 reading1 quiz1 app item


What's included

1 video1 reading


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