Google Cloud 的 AI 和機器學習服務簡介
Earned Mar 5, 2024 EST
Building Batch Data Pipelines on Google Cloud
Earned Jan 8, 2024 EST
Building Resilient Streaming Analytics Systems on Google Cloud
Earned Jan 4, 2024 EST
Modernizing Data Lakes and Data Warehouses with Google Cloud
Earned Jan 3, 2024 EST
透過 BigQuery 建構資料倉儲
Earned Dec 20, 2023 EST
Google Cloud Big Data and Machine Learning Fundamentals
Earned Dec 19, 2023 EST
從 BigQuery 資料取得深入分析結果
Earned Nov 12, 2023 EST
在 Google Cloud 使用 Terraform 建構基礎架構
Earned Jun 24, 2023 EDT
建立 Google Cloud 網路
Earned Jun 17, 2023 EDT
在 Google Cloud 實作 Cloud 安全防護措施：基礎知識
Earned Jun 8, 2023 EDT
在 Compute Engine 實作負載平衡功能
Earned May 26, 2023 EDT
Using the Cloud SDK Command Line
Earned May 23, 2023 EDT
在 Google Cloud 部署 Kubernetes 應用程式
Earned May 22, 2023 EDT
建構安全的 Google Cloud 網路
Earned Apr 15, 2023 EDT
在 Google Cloud 設定應用程式開發環境
Earned Apr 13, 2023 EDT
Google Cloud Essentials
Earned Mar 23, 2023 EDT
Google Cloud 基礎知識：核心基礎架構
Earned Mar 12, 2023 EDT
本課程會介紹 Vertex AI Studio。您可以運用這項工具和生成式 AI 模型互動、根據商業構想設計原型，並投入到正式環境。透過身歷其境的應用實例、有趣的課程及實作實驗室，您將能探索從提示到正式環境的生命週期，同時學習如何將 Vertex AI Studio 運用在多模態版 Gemini 應用程式、提示設計、提示工程和模型調整。這個課程的目標是讓您能運用 Vertex AI Studio，在專案中發揮生成式 AI 的潛能。
了解详情
這個入門微學習課程主要說明生成式 AI 的定義和使用方式，以及此 AI 與傳統機器學習方法的差異。本課程也會介紹各項 Google 工具，協助您開發自己的生成式 AI 應用程式。
本課程介紹 Google Cloud 中的 AI 和機器學習 (ML) 服務。這些服務可建構預測式和生成式 AI 專案。我們將帶您探索「從資料到 AI」生命週期中適用的技術、產品和工具，包括 AI 基礎、開發選項及解決方案。課程目的是藉由生動的學習體驗與實作練習，增進數據資料學家、AI 開發人員和機器學習工程師的技能與知識。
了解详情
Data pipelines typically fall under one of the Extract and Load (EL), Extract, Load and Transform (ELT) or Extract, Transform and Load (ETL) paradigms. This course describes which paradigm should be used and when for batch data. Furthermore, this course covers several technologies on Google Cloud for data transformation including BigQuery, executing Spark on Dataproc, pipeline graphs in Cloud Data Fusion and serverless data processing with Dataflow. Learners get hands-on experience building data pipeline components on Google Cloud using Qwiklabs.
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Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud. Pub/Sub is described for handling incoming streaming data. The course also covers how to apply aggregations and transformations to streaming data using Dataflow, and how to store processed records to BigQuery or Bigtable for analysis. Learners get hands-on experience building streaming data pipeline components on Google Cloud by using QwikLabs.
了解详情
The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud in technical detail. Also, this course describes the role of a data engineer, the benefits of a successful data pipeline to business operations, and examines why data engineering should be done in a cloud environment.
This is the first course of the Data Engineering on Google Cloud series. After completing this course, enroll in the Building Batch Data Pipelines on Google Cloud course.
This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.
了解详情
完成 從 BigQuery 資料取得深入分析結果 技能徽章入門課程，即可證明您具備下列技能： 撰寫 SQL 查詢、查詢公開資料表、將樣本資料載入 BigQuery、使用 BigQuery 的查詢驗證工具 排解常見語法錯誤，以及在 Looker Studio 中 透過連結 BigQuery 資料建立報表。 「技能徽章」是 Google Cloud 核發的獨家數位徽章， 用於肯定您在 Google Cloud 產品和服務方面的精通程度，代表您已通過測驗，能在互動式實作環境中應用相關 知識。完成本技能徽章課程及結業評量挑戰 實驗室，即可取得技能徽章並與他人分享。
For everyone using Google Cloud Platform for the first time, getting familar with gcloud, Google Cloud's command line, will help you get up to speed faster. In this quest, you'll learn how to install and configure Cloud SDK, then use gcloud to perform some basic operations like creating VMs, networks, using BigQuery, and using gsutil to perform operations.
完成「建構安全的 Google Cloud 網路」課程，即可獲得技能徽章。本課程將說明多項網路相關 資源，協助您在 Google Cloud 建構、調度資源和保護應用程式。 「技能徽章」是 Google Cloud 核發的獨家數位徽章， 用於肯定您在 Google Cloud 產品和服務方面的精通程度， 代表您已通過測驗，能在互動式實作環境中應用相關知識。完成 這個技能徽章課程和結業評量挑戰實驗室，即可取得數位徽章 並與他人分享。
了解详情
只要修完「在 Google Cloud 設定應用程式開發環境」課程，就能獲得技能徽章。 在本課程中，您將學會如何使用以下技術的基本功能，建構和連結以儲存空間為中心的雲端基礎架構：Cloud Storage、Identity and Access Management、Cloud Functions 和 Pub/Sub。 「技能徽章」是 Google Cloud 核發的獨家數位徽章，用於表彰您相當熟悉 Google Cloud 產品與服務，並已通過測驗，能在互動式實作環境中應用相關知識。只要完成這個技能徽章課程和最終評量挑戰研究室，即可取得技能徽章並與親友分享成就。
了解详情
In this introductory-level course, you get hands-on practice with the Google Cloud’s fundamental tools and services. Optional videos are provided to provide more context and review for the concepts covered in the labs. Google Cloud Essentials is a recommendeded first course for the Google Cloud learner - you can come in with little or no prior cloud knowledge, and come out with practical experience that you can apply to your first Google Cloud project. From writing Cloud Shell commands and deploying your first virtual machine, to running applications on Kubernetes Engine or with load balancing, Google Cloud Essentials is a prime introduction to the platform’s basic features.
了解详情
「Google Cloud 基礎知識：核心基礎架構」介紹了在使用 Google Cloud 時會遇到的重要概念和術語。本課程會透過影片和實作實驗室，介紹並比較 Google Cloud 的多種運算和儲存服務，同時提供重要的資源和政策管理工具。
Vertex AI Studio 簡介
Earned May 7, 2024 EDT
生成式 AI 簡介
Earned May 7, 2024 EDT
使用 BigQuery 進行機器學習
Earned Apr 12, 2024 EDT
Google Cloud 的 AI 和機器學習服務簡介
Earned Mar 5, 2024 EST
Building Batch Data Pipelines on Google Cloud
Earned Jan 8, 2024 EST
Building Resilient Streaming Analytics Systems on Google Cloud
Earned Jan 4, 2024 EST
Modernizing Data Lakes and Data Warehouses with Google Cloud
Earned Jan 3, 2024 EST
透過 BigQuery 建構資料倉儲
Earned Dec 20, 2023 EST
Google Cloud Big Data and Machine Learning Fundamentals
Earned Dec 19, 2023 EST
從 BigQuery 資料取得深入分析結果
Earned Nov 12, 2023 EST
在 Google Cloud 使用 Terraform 建構基礎架構
Earned Jun 24, 2023 EDT
建立 Google Cloud 網路
Earned Jun 17, 2023 EDT
在 Google Cloud 實作 Cloud 安全防護措施：基礎知識
Earned Jun 8, 2023 EDT
在 Compute Engine 實作負載平衡功能
Earned May 26, 2023 EDT
Using the Cloud SDK Command Line
Earned May 23, 2023 EDT
在 Google Cloud 部署 Kubernetes 應用程式
Earned May 22, 2023 EDT
建構安全的 Google Cloud 網路
Earned Apr 15, 2023 EDT
在 Google Cloud 設定應用程式開發環境
Earned Apr 13, 2023 EDT
Google Cloud Essentials
Earned Mar 23, 2023 EDT
Google Cloud 基礎知識：核心基礎架構
Earned Mar 12, 2023 EDT