In this quest, you will get hands-on experience with LookML in Looker. You will learn how to write LookML code to create new dimensions and measures, create derived tables and join them to Explores, filter Explores, and define caching policies in LookML.
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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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This course provides an introduction to Looker Studio’s powerful features for data visualization and reporting. Learn to transform raw data into insightful reports by mastering various visualization options, connecting to diverse data sources, and implementing interactive controls such as filters. Explore data blending techniques to combine information from multiple sources and unlock deeper insights. Through hands-on exercises you'll gain the skills to create compelling, dynamic reports that effectively communicate data-driven stories.
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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.
In this introductory course, you'll learn how Looker can help you explore, analyze, and visualize your data to drive better decisions. Through a combination of video lectures and demos, you'll discover how to connect to various data sources, build interactive dashboards, and perform effective data analysis. Whether you're a data analyst, BI analyst, data scientist or business user, this course will equip you with the foundational knowledge to start using Looker effectively, regardless of your background.
This course covers building ML models with TensorFlow and Keras, improving the accuracy of ML models and writing ML models for scaled use.
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This course explores the benefits of using Vertex AI Feature Store, how to improve the accuracy of ML models, and how to find which data columns make the most useful features. This course also includes content and labs on feature engineering using BigQuery ML, Keras, and TensorFlow.
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完成中级技能徽章课程利用 BigQuery ML 构建预测模型时的数据工程处理， 展示自己在以下方面的技能：利用 Dataprep by Trifacta 构建 BigQuery 数据转换流水线； 利用 Cloud Storage、Dataflow 和 BigQuery 构建提取、转换和加载 (ETL) 工作流； 以及利用 BigQuery ML 构建机器学习模型。
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完成中级技能徽章课程通过 BigQuery ML 创建机器学习模型，展示您在以下方面的技能： 使用 BigQuery ML 创建和评估机器学习模型，以执行数据预测。
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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.
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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.
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本课程是 Google Cloud 数据分析认证计划的第五门课程（共五门）。在本课程中，你将综合运用前 4 门课程所学的基础知识和技能，实操完成一个结业项目，全面探索整个数据生命周期。您将练习使用云端工具来有效地获取、存储、处理、分析、直观呈现数据并传达数据分析洞见。课程结束时，您将完成一个项目，证明您在以下方面的熟练程度：高效地设计数据结构以整理来自多个来源的数据、向不同利益相关方展示解决方案，以及使用云端软件直观呈现数据分析洞见。您还将更新个人简历并练习面试技巧，为求职申请与面试环节做好准备。
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本课程是 Google Cloud 数据分析认证计划的第四门课程（共五门课程）。在本课程中，您将重点学习在云端可视化数据的相关技能，其中数据可视化可分为五个关键阶段：讲故事、规划、探索数据、构建可视化图表以及与他人共享数据。您还将获得实操经验，尝试使用 UI（界面）/UX（用户体验）技能来制作线框图，从而设计出有影响力的云原生可视化图表，并使用云原生数据可视化工具来探索数据集、创建报告和构建信息中心，从而推动决策并促进协作。
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本课程是 Google Cloud 数据分析认证计划的第三门课程（共五门）。在本课程中，您将首先了解从收集数据到获取数据分析洞见的整个数据历程。然后，您将学习如何使用 SQL 将原始数据转换为可用格式。接下来，您将学习如何使用数据流水线转换大量数据。最后，您会获得相关经验，熟悉如何将数据转换策略应用于真实数据集以满足业务需求。
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本课程是 Google Cloud 数据分析认证计划的第二门课程（共五门）。在本课程中，您将探索数据的结构形式和组织方式。您将获得数据湖仓一体架构和云组件（如 BigQuery、Google Cloud Storage 和 DataProc）的实操经验，以便高效地存储、分析和处理大型数据集。
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本课程是 Google Cloud 数据分析认证的第一门课程（共五门）。在本课程中，您将认识云数据分析领域，并了解云数据分析师在数据获取、存储、处理和可视化方面的角色和职责。您将探索 BigQuery 和 Cloud Storage 等基于 Google Cloud 的工具的架构，以及如何使用这些工具有效地设计数据结构，以及展示和报告数据。
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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。
在 Google Cloud 上实施云安全基础措施
Earned Dec 18, 2025 EST
基准：基础架构
Earned Dec 13, 2025 EST
Google Cloud 数据工程简介
Earned Dec 10, 2025 EST
使用 Gemini in BigQuery 提高效率
Earned Dec 7, 2025 EST
从 BigQuery 数据中挖掘数据洞见
Earned Dec 6, 2025 EST
在 Looker 中管理数据模型
Earned Dec 5, 2025 EST
在 Looker 中应用高级 LookML 概念
Earned Dec 4, 2025 EST
Understanding LookML in Looker
Earned Nov 29, 2025 EST
Developing Data Models with LookML
Earned Nov 26, 2025 EST
Looker Studio Essentials
Earned Nov 18, 2025 EST
Analyzing and Visualizing Data in Looker
Earned Nov 18, 2025 EST
为 Looker 信息中心和报告准备数据
Earned Nov 16, 2025 EST
Introduction to Looker
Earned Nov 15, 2025 EST
在 BigQuery 中使用 Gemini 模型
Earned Nov 10, 2025 EST
Build, Train and Deploy ML Models with Keras on Google Cloud
Earned Nov 8, 2025 EST
Feature Engineering
Earned Oct 25, 2025 EDT
利用 BigQuery ML 构建预测模型时的数据工程处理
Earned Oct 21, 2025 EDT
通过 BigQuery ML 创建机器学习模型
Earned Oct 21, 2025 EDT
Working with Notebooks in Vertex AI
Earned Oct 20, 2025 EDT
在 Google Cloud 上为机器学习 API 准备数据
Earned Oct 20, 2025 EDT
Google Cloud 上的 AI 和机器学习简介
Earned Oct 19, 2025 EDT
Build a Certification Study Guide: PMLE
Earned Oct 18, 2025 EDT
融会贯通：为云数据分析师岗位做好准备
Earned Oct 18, 2025 EDT
讲故事的力量：如何在云端可视化数据
Earned Oct 18, 2025 EDT
云端数据转换
Earned Aug 13, 2025 EDT
云端数据管理和存储
Earned Aug 8, 2025 EDT
Google Cloud 数据分析功能简介
Earned Aug 1, 2025 EDT
BigQuery for Data Analysts
Earned Jul 25, 2025 EDT
Google Cloud 数据分析功能简介
Earned Jul 6, 2025 EDT