Google Cloud
Introduction to AI and Machine Learning on GC - 繁體中文
Google Cloud

Introduction to AI and Machine Learning on GC - 繁體中文

Taught in Chinese (Traditional)


Gain insight into a topic and learn the fundamentals

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

What you'll learn

  • 識別 Google Cloud 提供的「從資料到 AI」技術和工具。

  • 在應用程式中使用生成式 AI 功能。

  • 選擇合適的選項,在 Google Cloud 中開發 AI 專案。

  • 使用 Vertex AI 由始至終建構機器學習模型。

Details to know

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There are 6 modules in this course

本單元的內容為課程目標之一,會協助學員瞭解各項 Google Cloud AI 開發工具。此外,本單元也會初步介紹課程架構。課程設計以三層式 AI 架構為基礎,包括 AI 基礎、開發選項及解決方案。

What's included

1 video

本單元會先示範如何應用 AI 功能。接下來著重介紹 AI 基礎,包括運算和儲存空間等雲端基礎架構,並說明 Google Cloud 中主要的資料和 AI 開發產品,最後示範如何運用 BigQuery ML 建構機器學習模型,協助您從資料轉移至 AI。

What's included

10 videos1 reading1 quiz1 app item

本單元介紹在 Google Cloud 中開發機器學習專案的多種選項,包括現成解決方案 (如預先訓練的 API)、無程式碼或低程式碼的解決方案 (如 AutoML),以及以程式碼為基礎的解決方案 (如自訂訓練)。本單元也比較這些選項的優缺點,協助您選擇最合適的開發工具。

What's included

8 videos1 reading1 quiz1 app item

本單元逐步介紹機器學習的工作流程,內容涵蓋資料準備、模型開發以及透過 Vertex AI 提供模型。本單元也說明如何運用 Vertex AI Pipelines,將工作流程轉換為自動化管線。

What's included

9 videos1 reading1 quiz1 app item

本單元介紹生成式 AI、AI 最新進展,以及開發生成式 AI 專案必備的工具包。首先說明 Google Cloud 中的生成式 AI 工作流程。接著探討如何使用 Gen AI Studio 和 Model Garden,存取 Gemini 多模態模型、設計提示及調整模型。最後探索 AI 解決方案內建的生成式 AI 功能。

What's included

9 videos1 reading1 quiz1 app item


What's included

1 video1 reading


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