Working with Notebooks in Vertex AI
Earned Aug 24, 2025 EDT
在 Google Cloud 上为机器学习 API 准备数据
Earned Aug 10, 2025 EDT
Google Cloud 上的 AI 和机器学习简介
Earned Jun 23, 2025 EDT
Build a Certification Study Guide: PMLE
Earned Jun 23, 2025 EDT
在 BigQuery 中使用 Gemini 模型
Earned Jun 23, 2025 EDT
使用 Gemini in BigQuery 提高效率
Earned Jun 22, 2025 EDT
在 Looker 中应用高级 LookML 概念
Earned Jun 18, 2025 EDT
在 Looker 中管理数据模型
Earned Jun 11, 2025 EDT
通过 BigQuery ML 创建机器学习模型
Earned May 14, 2025 EDT
从 BigQuery 数据中挖掘数据洞见
Earned May 13, 2025 EDT
Developing Data Models with LookML
Earned May 13, 2025 EDT
Analyzing and Visualizing Data in Looker
Earned May 9, 2025 EDT
为 Looker 信息中心和报告准备数据
Earned May 6, 2025 EDT
BigQuery for Data Analysts
Earned May 1, 2025 EDT
Google Cloud 数据分析功能简介
Earned Apr 29, 2025 EDT
图像生成简介
Earned Apr 24, 2025 EDT
注意力机制
Earned Apr 24, 2025 EDT
生成式 AI 简介
Earned Apr 16, 2025 EDT
大型语言模型简介
Earned Apr 16, 2025 EDT
Data Lake Modernization on Google Cloud: Data Governance
Earned Apr 15, 2025 EDT
面向机器学习的 BigQuery
Earned Apr 2, 2025 EDT
This course is an introduction to Vertex AI Notebooks, which are Jupyter notebook-based environments that provide a unified platform for the entire machine learning workflow, from data preparation to model deployment and monitoring. The course covers the following topics: (1) The different types of Vertex AI Notebooks and their features and (2) How to create and manage Vertex AI Notebooks.
了解详情
完成入门级技能徽章课程在 Google Cloud 上为机器学习 API 准备数据，展示以下技能： 使用 Dataprep by Trifacta 清理数据、在 Dataflow 中运行数据流水线、在 Dataproc 中创建集群和运行 Apache Spark 作业，以及调用机器学习 API，包括 Cloud Natural Language API、Google Cloud Speech-to-Text API 和 Video Intelligence API。
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本课程介绍 Google Cloud 的 AI 和机器学习 (ML) 能力，重点讲解如何开发生成式和预测式 AI 项目。本课程将探讨“数据到 AI”全生命周期中的多种技术、产品和工具，并通过互动练习帮助数据科学家、AI 开发者和机器学习工程师提升专业能力。
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Learn how to use NotebookLM to create a personalized study guide for the Professional Machine Learning Engineer certification exam (PMLE). You'll review NotebookLM features, create a notebook, and use the study guide to practice for a certification exam.
This course empowers you to develop scalable, performant LookML (Looker Modeling Language) models that provide your business users with the standardized, ready-to-use data that they need to answer their questions. Upon completing this course, you will be able to start building and maintaining LookML models to curate and manage data in your organization’s Looker instance.
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In this course, you learn how to do the kind of data exploration and analysis in Looker that would formerly be done primarily by SQL developers or analysts. Upon completion of this course, you will be able to leverage Looker's modern analytics platform to find and explore relevant content in your organization’s Looker instance, ask questions of your data, create new metrics as needed, and build and share visualizations and dashboards to facilitate data-driven decision making.
This course is designed for data analysts who want to learn about using BigQuery for their data analysis needs. Through a combination of videos, labs, and demos, we cover various topics that discuss how to ingest, transform, and query your data in BigQuery to derive insights that can help in business decision making.
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在本新手级课程中，您将了解 Google Cloud 数据分析工作流，以及可用于探索、分析和直观呈现数据并与相关人员共享发现结果的工具。结合案例研究、实操实验、讲座和测验/演示，本课程展示了如何将原始数据集转化为纯净数据，进而转化为实用的可视化图表和信息中心。无论您是已经在从事数据工作并想了解如何通过 Google Cloud 取得成功，还是在寻求职业发展，都可以借助本课程迈出第一步。几乎所有在工作中执行或使用数据分析的人都可以从本课程中受益。
了解详情
本课程向您介绍扩散模型。这类机器学习模型最近在图像生成领域展现出了巨大潜力。扩散模型的灵感来源于物理学，特别是热力学。过去几年内，扩散模型成为热门研究主题并在整个行业开始流行。Google Cloud 上许多先进的图像生成模型和工具都是以扩散模型为基础构建的。本课程向您介绍扩散模型背后的理论，以及如何在 Vertex AI 上训练和部署此类模型。
Working with Notebooks in Vertex AI
Earned Aug 24, 2025 EDT
在 Google Cloud 上为机器学习 API 准备数据
Earned Aug 10, 2025 EDT
Google Cloud 上的 AI 和机器学习简介
Earned Jun 23, 2025 EDT
Build a Certification Study Guide: PMLE
Earned Jun 23, 2025 EDT
在 BigQuery 中使用 Gemini 模型
Earned Jun 23, 2025 EDT
使用 Gemini in BigQuery 提高效率
Earned Jun 22, 2025 EDT
在 Looker 中应用高级 LookML 概念
Earned Jun 18, 2025 EDT
在 Looker 中管理数据模型
Earned Jun 11, 2025 EDT
通过 BigQuery ML 创建机器学习模型
Earned May 14, 2025 EDT
从 BigQuery 数据中挖掘数据洞见
Earned May 13, 2025 EDT
Developing Data Models with LookML
Earned May 13, 2025 EDT
Analyzing and Visualizing Data in Looker
Earned May 9, 2025 EDT
为 Looker 信息中心和报告准备数据
Earned May 6, 2025 EDT
BigQuery for Data Analysts
Earned May 1, 2025 EDT
Google Cloud 数据分析功能简介
Earned Apr 29, 2025 EDT
图像生成简介
Earned Apr 24, 2025 EDT
注意力机制
Earned Apr 24, 2025 EDT
生成式 AI 简介
Earned Apr 16, 2025 EDT
大型语言模型简介
Earned Apr 16, 2025 EDT
Data Lake Modernization on Google Cloud: Data Governance
Earned Apr 15, 2025 EDT
面向机器学习的 BigQuery
Earned Apr 2, 2025 EDT