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Serhii Kharchuk

成为会员时间:2023

钻石联赛

289324 积分
Google Cloud 数据分析功能简介 Earned Dec 11, 2025 EST
融会贯通:为云数据分析师岗位做好准备 Earned Dec 11, 2025 EST
云端数据转换 Earned Dec 11, 2025 EST
讲故事的力量:如何在云端可视化数据 Earned Dec 11, 2025 EST
云安全风险管理策略 Earned Dec 11, 2025 EST
云计算安全原则简介 Earned Dec 11, 2025 EST
融会贯通:为云安全分析师职业做准备 Earned Dec 11, 2025 EST
云安全风险:识别和防范威胁 Earned Dec 11, 2025 EST
云网络安全攻击的检测、响应和恢复 Earned Dec 11, 2025 EST
云端数据管理和存储 Earned Dec 11, 2025 EST
Data Management and Storage in the Cloud Earned Nov 29, 2024 EST
DEPRECATED Network Performance and Optimization Earned Nov 26, 2024 EST
利用 Apigee X 开发和保护 API Earned Nov 26, 2024 EST
在 Cloud Run 上开发无服务器应用 Earned Nov 23, 2024 EST
The Arcade Trivia November 2024 Week 1 Earned Nov 17, 2024 EST
在 Google Cloud 上使用 TensorFlow 进行图片分类 Earned Nov 16, 2024 EST
保护软件交付流程 Earned Nov 16, 2024 EST
Build Custom Processors with Document AI [Deprecated] Earned Nov 14, 2024 EST
在 Vertex AI 上构建和部署机器学习解决方案 Earned Nov 13, 2024 EST
在 Google Cloud 上实施云安全基础措施 Earned Nov 13, 2024 EST
Detect, Respond, and Recover from Cloud Cybersecurity Attacks Earned Nov 11, 2024 EST
Cloud Security Risks: Identify and Protect Against Threats Earned Nov 10, 2024 EST
Put It All Together: Prepare for a Cloud Security Analyst Job Earned Nov 8, 2024 EST
Introduction to Security Principles in Cloud Computing Earned Nov 8, 2024 EST
Strategies for Cloud Security Risk Management Earned Nov 8, 2024 EST
The Power of Storytelling: How to Visualize Data in the Cloud Earned Nov 5, 2024 EST
Data Transformation in the Cloud Earned Nov 4, 2024 EST
云架构:设计、实施和管理 Earned Oct 27, 2024 EDT
优化 Google Kubernetes Engine 的费用 Earned Oct 27, 2024 EDT
Observability in Google Cloud Earned Oct 26, 2024 EDT
Build a Certification Study Guide: PMLE Earned Oct 24, 2024 EDT
Logging and Monitoring in Google Cloud Earned Oct 24, 2024 EDT
Google Kubernetes Engine 使用入门 Earned Oct 24, 2024 EDT
可靠的 Google Cloud 基础设施: 设计和流程 Earned Oct 23, 2024 EDT
Google Cloud 弹性基础设施:扩缩和自动化 Earned Oct 23, 2024 EDT
Google Cloud 重要基础设施:基础 Earned Oct 23, 2024 EDT
Google Cloud 基础知识:核心基础设施 Earned Oct 23, 2024 EDT
构建安全的 Google Cloud 网络 Earned Oct 23, 2024 EDT
Google Cloud 云计算基础课程:Google Cloud 中的网络服务和安全性 Earned Oct 23, 2024 EDT
Google Cloud 云计算基础课程:Google Cloud 中的数据、机器学习和 AI Earned Oct 22, 2024 EDT
Google Cloud 云计算基础课程:Google Cloud 中的基础设施 Earned Oct 22, 2024 EDT
Create Agents with Generative Playbooks Earned Oct 22, 2024 EDT
在 Google Cloud 上使用 Terraform 构建基础设施 Earned Oct 22, 2024 EDT
在 Google Cloud 上为机器学习 API 准备数据 Earned Oct 19, 2024 EDT
Digital Transformation with Google Cloud Earned Oct 19, 2024 EDT
Modernize Infrastructure and Applications with Google Cloud Earned Oct 19, 2024 EDT
Innovating with Google Cloud Artificial Intelligence Earned Oct 19, 2024 EDT
Scaling with Google Cloud Operations Earned Oct 19, 2024 EDT
Conversational AI on Vertex AI and Dialogflow CX Earned Oct 18, 2024 EDT
Google Drive Earned Oct 18, 2024 EDT
Planetary Scale Earth Observation with Google Earth Engine Earned Oct 18, 2024 EDT
Google Slides Earned Oct 18, 2024 EDT
Google Sheets - Advanced Topics Earned Oct 18, 2024 EDT
Trust and Security with Google Cloud Earned Oct 18, 2024 EDT
Google Meet Earned Oct 18, 2024 EDT
Google Chat Earned Oct 18, 2024 EDT
Google Calendar Earned Oct 18, 2024 EDT
Enterprise Search on Generative AI App Builder Earned Oct 18, 2024 EDT
Google Docs Earned Oct 18, 2024 EDT
Hybrid Cloud Infrastructure Foundations with Anthos Earned Oct 18, 2024 EDT
Exploring Data Transformation with Google Cloud Earned Oct 17, 2024 EDT
Developing a Google SRE Culture Earned Oct 17, 2024 EDT
Managing and Securing the Apigee Hybrid API Platform Earned Oct 17, 2024 EDT
Upgrading and Monitoring the Apigee Hybrid API Platform Earned Oct 17, 2024 EDT
Preparing for Your Associate Cloud Engineer Journey Earned Oct 17, 2024 EDT
Preparing for your Professional Cloud Architect Journey Earned Oct 17, 2024 EDT
Preparing for Your Professional Cloud Security Engineer Journey Earned Oct 17, 2024 EDT
Analyzing and Visualizing Data in Looker Earned Oct 17, 2024 EDT
Google Cloud 重要基础设施:核心服务 Earned Oct 16, 2024 EDT
[DEPRECATED] Agent Assist Voice and Integrations Earned Oct 16, 2024 EDT
[DEPRECATED] Basic Performance Measurement Earned Oct 16, 2024 EDT
Introduction to Security in the World of AI Earned Oct 16, 2024 EDT
Google Cloud 云计算基础课程:云计算基础知识 Earned Oct 16, 2024 EDT
[DEPRECATED] Advanced Performance Measurement Earned Oct 16, 2024 EDT
[DEPRECATED] Building Complex End to End Self-Service Experiences in Dialogflow CX Earned Oct 16, 2024 EDT
[DEPRECATED] Agent Summarization (Custom) Earned Oct 16, 2024 EDT
Customer Experience with Google AI Architecture Earned Oct 16, 2024 EDT
DFCX Virtual Agent Delivery Framework Earned Oct 16, 2024 EDT
Conversational AI and its Engagement Framework Earned Oct 15, 2024 EDT
Conversation Design Fundamentals Earned Oct 15, 2024 EDT
[DEPRECATED] Webhook fundamentals Earned Oct 15, 2024 EDT
Conversational AI Voice and Chat Integrations Earned Oct 15, 2024 EDT
[Deprecated] Advanced Webhook Concepts Earned Oct 15, 2024 EDT
Advanced Conversation Design Earned Oct 15, 2024 EDT
ML Pipelines on Google Cloud Earned Oct 15, 2024 EDT
Change Management for Google Workspace Earned Oct 15, 2024 EDT
利用 Vertex AI 实现机器学习运维 (MLOps):模型评估 Earned Oct 15, 2024 EDT
Put It All Together: Prepare for a Cloud Data Analyst Job Earned Oct 14, 2024 EDT
Introduction to Data Analytics in Google Cloud Earned Oct 14, 2024 EDT
Google Security Operations - Deep Dive Earned Oct 14, 2024 EDT
Google Security Operations - Fundamentals Earned Oct 14, 2024 EDT
Configure and Maintain CCaaS as an Admin Earned Oct 14, 2024 EDT
Manage Functions and Reporting with CCaaS Earned Oct 14, 2024 EDT
Handle Consumer Interactions with CCaaS Earned Oct 13, 2024 EDT
Google Workspace User and Resource Management Earned Oct 13, 2024 EDT
Google Workspace Data Governance Earned Oct 13, 2024 EDT
Google Workspace Security Earned Oct 13, 2024 EDT
Google Workspace Core Services Earned Oct 13, 2024 EDT
DEPRECATED Planning for a Google Workspace Deployment Earned Oct 13, 2024 EDT
Preparing for Your Google Workspace Administrator Journey Earned Oct 13, 2024 EDT
适用于端到端 SDLC 的 Gemini Earned Oct 13, 2024 EDT
适用于云架构师的 Gemini Earned Oct 13, 2024 EDT
适用于安全工程师的 Gemini Earned Oct 13, 2024 EDT
面向开发者的 Responsible AI:公平性与偏见 Earned Oct 12, 2024 EDT
Serverless Data Processing with Dataflow: Operations Earned Oct 12, 2024 EDT
Google 云端硬盘中的 Gemini Earned Oct 12, 2024 EDT
Google Meet 中的 Gemini Earned Oct 12, 2024 EDT
Google 幻灯片中的 Gemini Earned Oct 12, 2024 EDT
Google 表格中的 Gemini Earned Oct 12, 2024 EDT
Google 文档中的 Gemini Earned Oct 12, 2024 EDT
Gmail 中的 Gemini Earned Oct 12, 2024 EDT
Gemini for Google Workspace 简介 Earned Oct 12, 2024 EDT
设置 Google Cloud 网络 Earned Oct 11, 2024 EDT
创建和管理 Cloud SQL for PostgreSQL 实例 Earned Oct 10, 2024 EDT
使用 Gemini 和 Imagen 构建实用 AI 应用 Earned Oct 10, 2024 EDT
部署和管理 Apigee X Earned Oct 10, 2024 EDT
在 Vertex AI 中设计提示 Earned Oct 10, 2024 EDT
Google Workspace 工具使用入门 Earned Oct 9, 2024 EDT
Google Cloud 数据分析功能简介 Earned Oct 9, 2024 EDT
适用于生成式 AI 的机器学习运维 (MLOps) Earned Oct 9, 2024 EDT
创建和管理 Bigtable 实例 Earned Oct 8, 2024 EDT
创建和管理 AlloyDB 实例 Earned Oct 8, 2024 EDT
在 Looker 中管理数据模型 Earned Oct 7, 2024 EDT
使用 Security Command Center 消除威胁和漏洞 Earned Oct 7, 2024 EDT
在 Google Cloud 上构建网站 Earned Oct 7, 2024 EDT
使用 Google Cloud Managed Service for Prometheus 来监控环境 Earned Oct 6, 2024 EDT
使用 Dataplex 构建数据网格 Earned Oct 5, 2024 EDT
使用 Gemini 和 Streamlit 开发生成式 AI 应用 Earned Oct 4, 2024 EDT
用 Chrome 企业进阶版安全功能保护云中的数据流量 Earned Oct 4, 2024 EDT
DEPRECATED Build LangChain Applications using Vertex AI Earned Oct 4, 2024 EDT
为 Looker 信息中心和报告准备数据 Earned Oct 4, 2024 EDT
在 Google Cloud 上实现 CI/CD 流水线 Earned Oct 4, 2024 EDT
为 AWS 专业人员构建 Google Cloud 基础设施 Earned Oct 3, 2024 EDT
使用多模态 Gemini 和多模态 RAG 检查富文档 Earned Oct 2, 2024 EDT
DEPRECATED Build Google Cloud Infrastructure for Azure Professionals Earned Oct 2, 2024 EDT
使用 Vertex AI 中的 Gemini API 探索生成式 AI Earned Oct 2, 2024 EDT
在 Google Cloud 中实施 DevOps 工作流 Earned Oct 2, 2024 EDT
在 Google Cloud 中管理 Kubernetes Earned Oct 2, 2024 EDT
在 Google Cloud 上部署 Kubernetes 应用 Earned Oct 2, 2024 EDT
在 Google 表格中使用函数、公式和图表 Earned Oct 2, 2024 EDT
为 Compute Engine 实现云负载均衡 Earned Oct 2, 2024 EDT
Google Cloud 中的监控功能 Earned Sep 30, 2024 EDT
利用 BigQuery ML 构建预测模型时的数据工程处理 Earned Sep 29, 2024 EDT
使用 Google Cloud Observability 进行监控和记录 Earned Sep 29, 2024 EDT
借助 Firebase 开发无服务器应用 Earned Sep 29, 2024 EDT
用 Document AI 实现大规模自动数据采集 Earned Sep 21, 2024 EDT
在 Google Cloud 上存储、处理和管理数据 - 命令行 Earned Sep 21, 2024 EDT
监控和管理 Google Cloud 资源 Earned Sep 21, 2024 EDT
在关联工作表中分析 BigQuery 数据 Earned Sep 21, 2024 EDT
在 Google Cloud 上存储、处理和管理数据 - 控制台 Earned Sep 21, 2024 EDT
Eventarc 使用入门 Earned Sep 21, 2024 EDT
DEPRECATED Networking Fundamentals on Google Cloud Earned Sep 19, 2024 EDT
创建和管理 Cloud Spanner 实例 Earned Sep 19, 2024 EDT
使用 Google Cloud Speech API Earned Sep 17, 2024 EDT
使用 Apps 脚本和 AppSheet 进行开发 Earned Sep 17, 2024 EDT
在 Cloud Storage 上创建流式数据湖 Earned Sep 17, 2024 EDT
使用 Cloud Run Functions 构建无服务器应用 Earned Sep 16, 2024 EDT
Google Cloud 云计算基础知识 Earned Sep 16, 2024 EDT
Sensitive Data Protection 使用入门 Earned Sep 16, 2024 EDT
用 Apps 脚本整合 BigQuery 数据和 Google Workspace Earned Sep 16, 2024 EDT
为 Google Cloud 配置服务账号和 IAM 角色 Earned Sep 16, 2024 EDT
Dataplex 使用入门 Earned Sep 16, 2024 EDT
Developing Data Models with LookML Earned Dec 4, 2023 EST
Google Cloud 上的 AI 和机器学习简介 Earned Dec 3, 2023 EST
Serverless Data Processing with Dataflow: Foundations Earned Nov 16, 2023 EST
Smart Analytics, Machine Learning, and AI on Google Cloud Earned Nov 16, 2023 EST
Google Security Operations - SOAR Analyst Earned Nov 14, 2023 EST
Google Security Operations - SIEM Rules Earned Nov 14, 2023 EST
Google Security Operations - SOAR Developer Earned Nov 14, 2023 EST
[DEPRECATED] SOAR Fundamentals Earned Nov 14, 2023 EST
Security Practices with Google Security Operations - SIEM Earned Nov 14, 2023 EST
App Engine:三种开发方式 Earned Nov 14, 2023 EST
在 Google Cloud 上使用 Machine Learning API Earned Nov 14, 2023 EST
Build Streaming Data Pipelines on Google Cloud Earned Nov 14, 2023 EST
Build Batch Data Pipelines on Google Cloud Earned Nov 12, 2023 EST
Build Data Lakes and Data Warehouses on Google Cloud Earned Nov 11, 2023 EST
Google Cloud Big Data and Machine Learning Fundamentals Earned Nov 11, 2023 EST
Preparing for your Professional Data Engineer Journey Earned Nov 10, 2023 EST
保护 BigLake 数据 Earned Nov 9, 2023 EST
增强 BigLake 数据的元数据管理与数据发现能力 Earned Nov 9, 2023 EST
用 AppSheet 来构建应用 Earned Nov 9, 2023 EST
API Gateway 使用入门 Earned Nov 9, 2023 EST
BigQuery 流式数据分析 Earned Nov 9, 2023 EST
Cloud Storage 使用入门 Earned Nov 8, 2023 EST
Pub/Sub 使用入门 Earned Nov 8, 2023 EST
使用 Google API 分析语音和语言 Earned Nov 8, 2023 EST
在 Cloud Storage 上创建安全的数据湖 Earned Nov 8, 2023 EST
用 Cloud Vision API 分析图片 Earned Nov 8, 2023 EST
通过 API 使用 Cloud Storage Earned Nov 7, 2023 EST
使用 Natural Language API 分析情感 Earned Nov 7, 2023 EST
Cloud Speech API:3 种使用方式 Earned Nov 7, 2023 EST
开发 Google Cloud 网络 Earned Nov 7, 2023 EST
用 Database Migration Service 将 MySQL 数据迁移至 Cloud SQL Earned Nov 7, 2023 EST
DEPRECATED Detect Manufacturing Defects Using Visual Inspection AI Earned Nov 5, 2023 EST
通过 BigQuery ML 创建机器学习模型 Earned Nov 5, 2023 EST
用 Google Data Cloud 共享数据 Earned Nov 5, 2023 EST
使用 BigQuery 构建数据仓库 Earned Nov 5, 2023 EST
在 BigQuery 中执行预测性数据分析 Earned Nov 5, 2023 EST
从 BigQuery 数据中挖掘数据洞见 Earned Nov 5, 2023 EST
Looker 使用入门 Earned Nov 5, 2023 EST
在 Looker 中构建 LookML 对象 Earned Nov 3, 2023 EDT
在 Google Cloud 上设置应用开发环境 Earned Nov 3, 2023 EDT
探索生成式 AI - Vertex AI Earned Nov 2, 2023 EDT
Vertex AI Studio 简介 Earned Nov 2, 2023 EDT
创建图片标注模型 Earned Nov 2, 2023 EDT
Transformer 模型和 BERT 模型 Earned Nov 2, 2023 EDT
编码器-解码器架构 Earned Nov 2, 2023 EDT
注意力机制 Earned Nov 2, 2023 EDT
图像生成简介 Earned Nov 2, 2023 EDT
Responsible AI: 和 Google Cloud 一起践行 AI 原则 Earned Nov 2, 2023 EDT
Generative AI Fundamentals - 简体中文 Earned Nov 2, 2023 EDT
负责任的 AI 简介 Earned Nov 2, 2023 EDT
大型语言模型简介 Earned Nov 2, 2023 EDT
生成式 AI 简介 Earned Nov 2, 2023 EDT

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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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 网络安全认证证书的第二门课,该证书共包括五门课程。在本课程中,您将深入学习广泛使用的云风险管理框架,全面了解安全领域、合规生命周期,以及 HIPAA、NIST CSF 和 SOC 等行业标准。您将掌握风险识别、安全控制措施实施、合规性评估以及数据保护管理方面的技能。此外,您还将获得使用 Google Cloud 和多云环境中专用于风险与合规管理的工具的实践经验。本课程还涵盖了求职与面试准备技巧,为深入理解并有效应对复杂的云风险管理体系提供了全面的基础支持。

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本课程是 Google Cloud 网络安全认证证书的第一门课,该证书共包括五门课程。本课程将带您了解网络安全的基础知识,包括安全生命周期、数字化转型以及核心云计算概念。您将识别初级云安全分析师常用的自动化工具。

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这是 Google Cloud 网络安全证书计划的第五门课程(共五门)。在本课程中,您将综合运用云安全原则、风险管理、漏洞识别、事件管理和危机沟通等关键概念完成互动式结业项目。此外,您还将完成简历更新,并践行所学到的所有新面试技巧,以便后期能够自信地申请和面试该领域的工作。

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本课程是 Google Cloud 网络安全认证证书的第三门课,该证书共包括五门课程。在本课中,您将学习云环境中的身份管理与访问权限控制原则,涵盖 AAA(身份验证、授权和审计)、凭证处理和证书管理等关键内容。您还将深入了解威胁与漏洞管理、云原生原则以及数据保护措施等重要主题。完成本课后,您将具备保护云端资源和组织敏感信息所需的专业技能与知识。此外,您还将继续利用职业发展资源,提升面试技巧,为下一阶段的职业发展做好准备。

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本课程是 Google Cloud 网络安全认证证书的第四门课,该证书共包括五门课程。在本课程中,您将重点发展在日志记录、安全防护与提醒监控方面的能力,并掌握缓解攻击的技术方法。您将掌握一系列宝贵知识,包括自定义威胁情报源、管理突发事件、开展危机沟通、进行根本原因分析,以及处理突发事件响应与后续沟通。借助 Google Cloud 工具,您将学习识别失陷指标,并为业务连续性和灾难恢复做好准备。除技术技能外,您还将持续更新简历并练习面试技巧。

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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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This is the second of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll explore how data is structured and organized. You’ll gain hands-on experience with the data lakehouse architecture and cloud components like BigQuery, Google Cloud Storage, and DataProc to efficiently store, analyze, and process large datasets.

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If you want to take your Google Cloud networking skills to the next level, look no further. This course is composed of labs that cover real-life use cases and it will teach you best practices for overcoming common networking bottlenecks. From getting hands-on practice with testing and improving network performance, to integrating high-throughput VPNs and networking tiers, Network Performance and Optimization is an essential course for Google Cloud developers who are looking to double down on application speed and robustness.

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完成利用 Apigee X 开发和保护 API 这一技能徽章课程,赢取技能徽章。在此课程中,您将学习如何: 对您的 API 进行现代化改造;使用服务账号和 Google 身份验证安全地通过 Apigee API 代理访问后端服务; 利用 API 产品和开发者门户实现 API 产品化; 利用 API 密钥、OAuth、私有变量和故障处理等功能确保 API 的安全; 将 Apigee 与 Pub/Sub 及 Cloud Logging 等 Google Cloud 服务相集成; 以及调用 Natural Language API 和 Geocoding API 等 Google Cloud API。

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完成在 Cloud Run 上开发无服务器应用技能徽章中级课程, 展示您在以下方面的技能:集成 Cloud Run 与 Cloud Storage 以管理数据, 使用 Cloud Run 和 Pub/Sub 设计弹性异步系统架构, 构建依托 Cloud Run 技术的 REST API 网关,以及在 Cloud Run 上构建和部署服务。

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Hey there! You're invited to game on with the Arcade Trivia for November Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the November Trivia Week 1 badge!

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完成“在 Google Cloud 上使用 TensorFlow 进行图片分类”课程,赢取中级技能徽章 。在此课程中,您将学习如何使用 TensorFlow 和 Vertex AI 来创建和训练机器学习模型。您将主要使用 Vertex AI Workbench 上用户管理的 笔记本。

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完成中级技能徽章课程保护软件交付流程,展示您能够熟练地根据 DevSecOps 原则,主动将安全措施集成到软件开发生命周期 (SDLC) 中。 您将学习如何利用 Google Kubernetes Engine (GKE) 和 Cloud Run 安全地部署容器映像,如何实现自动漏洞扫描以主动识别风险,以及如何使用 Artifact Registry 简化应用开发,同时保持对安全性的关注。此外,您还将掌握以下技能:集成 Cloud Build 以实现稳健的开发流程,以及实现准入控制政策以对环境进行精细控制。

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Earn a skill badge by completing the Build Custom Processors with Document AI course. You learn how to extract data and classify documents by creating custom ML models specific to your business needs. This course teaches the foundation skills of building your own processors, working with optical character recognition, form parsing, processor creation, and uptraining the DocumentAI model.

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完成在 Vertex AI 上构建和部署机器学习解决方案课程,赢取中级技能徽章。 在此课程中,您将了解如何使用 Google Cloud 的 Vertex AI Platform、AutoML 以及自定义训练服务来 训练、评估、调优、解释和部署机器学习模型。 此技能徽章课程的目标受众是专业的数据科学家和机器学习 工程师。 技能徽章是由 Google Cloud 颁发的专属数字徽章,旨在认可 您对 Google Cloud 产品与服务的熟练度;您需要在 交互式实操环境中参加考核,证明自己运用所学知识的能力后才能获得此徽章。完成此技能徽章课程 和作为最终评估的实验室挑战赛,即可获得数字徽章, 在您的人际圈中炫出自己的技能。

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完成在 Google Cloud 上实施云安全基础措施技能徽章中级课程, 展示自己在以下方面的技能:使用 Identity and Access Management (IAM) 创建和分配角色; 创建和管理服务账号;跨虚拟私有云 (VPC) 网络实现专用连接; 使用 Identity-Aware Proxy 限制应用访问权限; 使用 Cloud Key Management Service (KMS) 管理密钥和加密数据;创建专用 Kubernetes 集群。

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This is the fourth of five courses in the Google Cloud Cybersecurity Certificate. In this course, you’ll focus on developing capabilities in logging, security, and alert monitoring, along with techniques for mitigating attacks. You'll gain valuable knowledge in customizing threat feeds, managing incidents, handling crisis communications, conducting root cause analysis, and mastering incident response and post-event communications. Using Google Cloud tools, you'll learn to identify indicators of compromise and prepare for business continuity and disaster recovery. Alongside these technical skills, you'll continue updating your resume and practicing interview techniques.

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This is the third of five courses in the Google Cloud Cybersecurity Certificate. In this course, you’ll explore the principles of identity management and access control within a cloud environment, covering key elements like AAA (Authentication, Authorization, and Auditing), credential handling, and certificate management. You'll also explore essential topics in threat and vulnerability management, cloud-native principles, and data protection measures. Upon completing this course, you will have acquired the skills and knowledge necessary to secure cloud-based resources and safeguard sensitive organizational information. Additionally, you'll continue to engage with career resources and hone your interview techniques, preparing you for the next step in your professional journey.

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This is the fifth of five courses in the Google Cloud Cybersecurity Certificate. In this course, you’ll combine and apply key concepts such as cloud security principles, risk management, identifying vulnerabilities, incident management, and crisis communications in an interactive capstone project. Additionally, you'll finalize your resume updates and put to practice all the new interview techniques you've learned, preparing you to confidently apply for and interview for jobs in the field.

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This is the first of five courses in the Google Cloud Cybersecurity Certificate. In this course, you’ll explore the essentials of cybersecurity, including the security lifecycle, digital transformation, and key cloud computing concepts. You’ll identify common tools used by entry-level cloud security analysts to automate tasks.

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This is the second of five courses in the Google Cloud Cybersecurity Certificate. In this course, you’ll explore widely-used cloud risk management frameworks, exploring security domains, compliance lifecycles, and industry standards such as HIPAA, NIST CSF, and SOC. You'll develop skills in risk identification, implementation of security controls, compliance evaluation, and data protection management. Additionally, you'll gain hands-on experience with Google Cloud and multi-cloud tools specific to risk and compliance. This course also incorporates job application and interview preparation techniques, offering a comprehensive foundation to understand and effectively navigate the complex landscape of cloud risk management.

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This is the fourth of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll focus on developing skills in the five key stages of visualizing data in the cloud: storytelling, planning, exploring data, building visualizations, and sharing data with others. You’ll also gain experience using UI/UX skills to wireframe impactful, cloud-native visualizations and work with cloud-native data visualization tools to explore datasets, create reports, and build dashboards that drive decisions and foster collaboration.

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This is the third of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll begin by getting an overview of the data journey, from collection to insights. You’ll then learn how to use SQL to transform raw data into a usable format. Next, you’ll learn how to transform high volumes of data with a data pipeline. Finally, you’ll gain experience applying transformation strategies to real data sets to solve business needs.

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完成 云架构:设计、实施和管理课程,赢取技能徽章,展示您在以下方面的技能:使用 Apache Web 服务器部署可公开访问的网站;使用启动脚本配置 Compute Engine 虚拟机; 使用 Windows 堡垒主机和防火墙规则配置安全 RDP;构建 Docker 映像并将其部署到 Kubernetes 集群,然后进行更新;以及创建 CloudSQL 实例并导入 MySQL 数据库。 此技能徽章课程是非常有用的资源, 可帮助您理解 Google Cloud 认证 Professional Cloud Architect 认证考试中将会出现的主题。

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完成中级技能徽章课程“优化 Google Kubernetes Engine 的费用”, 展示您在以下方面的技能:创建和管理多租户集群、按命名空间监控资源使用情况、 配置集群和 Pod 自动扩缩以提高效率、设置负载均衡以实现最佳资源分布, 以及实现活跃性与就绪性探测以确保应用正常运行并具有成本效益。

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Welcome to Observability in Google Cloud, the second part of a two-part course series. It is suggested that you complete part 1, Logging and Monitoring in Google Cloud, prior to taking this course. This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.

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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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Welcome to the two-part course on Logging, Monitoring, and Observability in Google Cloud. The core operations tools in Google Cloud break down into two major categories. The operations-focused components and the application performance management tools. This course, Logging and Monitoring in Google Cloud, covers the operations-focused components including Logging, Monitoring, and Service Monitoring. After taking this course, it is suggested that you complete part 2, Observability in Google Cloud, to learn about the available application performance management tools.

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欢迎学习“Google Kubernetes Engine 使用入门”课程。Kubernetes 是位于应用和硬件基础架构之间的软件层,如果您对 Kubernetes 感兴趣,那就来对地方了!Google Kubernetes Engine 将 Kubernetes 作为 Google Cloud 上的代管式服务提供给您使用。 本课程的目标是介绍 Google Kubernetes Engine(通常称为 GKE)的基础知识,以及将应用容器化并在 Google Cloud 中运行的方法。本课程首先介绍 Google Cloud 的基础知识,然后概述容器、Kubernetes、Kubernetes 架构以及 Kubernetes 操作。

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本课程指导学员运用久经考验的设计模式在 Google Cloud 上构建高度可靠且高效的解决方案。它是“Google Compute Engine 架构设计”或“Google Kubernetes Engine 架构设计”课程的延续,并假定您有使用其中任何一门课程所涵盖技术的实践经验。通过一系列演示、设计活动和动手实验,学员可以了解如何定义及平衡业务要求和技术要求,以便设计可靠性和可用性高、安全且经济实惠的 Google Cloud 部署。

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这是一套自助式速成课程,向学员介绍 Google Cloud 提供的灵活全面的基础架构和平台服务。学员将通过一系列视频讲座、演示和实操实验,探索和部署各种解决方案元素,包括安全互连网络、负载均衡、自动扩缩、基础架构自动化和代管式服务。

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这门自助式速成课程向学员介绍 Google Cloud 提供的灵活全面的基础架构和平台服务,其中着重介绍了 Compute Engine。学员将通过一系列视频讲座、演示和动手实验,探索和部署各种解决方案元素,包括网络、虚拟机和应用服务等基础架构组件。您将学习如何通过控制台和 Cloud Shell 使用 Google Cloud。您还将了解云架构师角色、基础架构设计方法以及虚拟网络配置和虚拟私有云 (VPC)、项目、网络、子网、IP 地址、路由及防火墙规则。

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“Google Cloud 基础知识:核心基础设施”介绍在使用 Google Cloud 时会遇到的重要概念和术语。本课程通过视频和实操实验来介绍并比较 Google Cloud 的多种计算和存储服务,并提供重要的资源和政策管理工具。

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完成构建安全的 Google Cloud 网络课程,赢取技能徽章。在此课程中,您将了解与网络有关的众多 资源,以便在 Google Cloud 上构建、扩缩和保护自己的应用。

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Google Cloud 云计算基础课程面向几乎没有云计算背景或经验的人士。本课程概述了云计算基础知识、大数据和机器学习的核心概念,以及 Google Cloud 在其中的定位与应用方式。 完成本课程系列后,学员将能够阐述这些概念,并展示一定的实操技能。 课程应按以下顺序完成: 1. Google Cloud 云计算基础课程:云计算基础知识 2. Google Cloud 云计算基础课程:Google Cloud 中的基础设施 3. Google Cloud 云计算基础课程:Google Cloud 中的网络服务和安全性 4. Google Cloud 云计算基础课程:Google Cloud 中的数据、机器学习和 AI 本课是第三门课程,介绍云端自动化和管理工具以及如何构建安全网络。

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Google Cloud 云计算基础课程面向没有或很少有云计算基础或经验的人群。本课程概述了云计算基础知识、大数据和机器学习的核心概念,以及 Google Cloud 在其中的定位与应用方式。 完成本系列课程后,学员将能够清晰阐述这些概念,并掌握一些实际操作技能。 课程应按以下顺序完成: 1. Google Cloud 云计算基础课程:云计算基础知识 2. Google Cloud 云计算基础课程:Google Cloud 中的基础设施 3. Google Cloud 云计算基础课程:Google Cloud 中的网络服务和安全性 4. Google Cloud 云计算基础课程:Google Cloud 中的数据、机器学习和 AI 本课程是该系列课程的最后一门,回顾了托管式大数据服务、机器学习及其价值,以及如何通过获得技能徽章来进一步展示您在 Google Cloud 方面的技能。

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Google Cloud 云计算基础课程面向云计算零基础或经验较少的人群。本课程概述了云计算基础知识、大数据和机器学习的核心概念,以及 Google Cloud 在其中的定位与应用方式。 完成本系列课程后,学员将能够清晰阐述这些概念,并掌握部分实操技能。 课程应按以下顺序完成: 1. Google Cloud 云计算基础课程:云计算基础知识 2. Google Cloud 云计算基础课程:Google Cloud 中的基础设施 3. Google Cloud 云计算基础课程:Google Cloud 中的网络服务和安全性 4. Google Cloud 云计算基础课程:Google Cloud 中的数据、机器学习和 AI

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This course will teach you how to build conversational experiences for Conversational Agents using Generative Playbooks. You'll start with an introduction to playbooks and learn how to set up your first one. You'll also learn about the importance of testing, as well as key production considerations like quota limits and integration. The course concludes with a case study that shows how to use playbooks for generative steering.

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完成在 Google Cloud 上使用 Terraform 构建基础设施技能徽章中级课程, 展示您在以下方面的技能:在使用 Terraform 时遵循基础设施即代码 (IaC) 原则;利用 Terraform 配置 来预配和管理 Google Cloud 资源;管理有效状态(本地和远程);以及将 Terraform 代码模块化,以方便重复使用和整理。

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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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There's much excitement about cloud technology and digital transformation, but often many unanswered questions. For example: What is cloud technology? What does digital transformation mean? How can cloud technology help your organization? Where do you even begin? If you've asked yourself any of these questions, you're in the right place. This course provides an overview of the types of opportunities and challenges that companies often encounter in their digital transformation journey. If you want to learn about cloud technology so you can excel in your role and help build the future of your business, then this introductory course on digital transformation is for you. This course is part of the Cloud Digital Leader learning path.

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Many traditional enterprises use legacy systems and applications that can't stay up-to-date with modern customer expectations. Business leaders often have to choose between maintaining their aging IT systems or investing in new products and services. "Modernize Infrastructure and Applications with Google Cloud" explores these challenges and offers solutions to overcome them by using cloud technology. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Artificial intelligence (AI) and machine learning (ML) represent an important evolution in information technologies that are quickly transforming a wide range of industries. “Innovating with Google Cloud Artificial Intelligence” explores how organizations can use AI and ML to transform their business processes. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Organizations of all sizes are embracing the power and flexibility of the cloud to transform how they operate. However, managing and scaling cloud resources effectively can be a complex task. Scaling with Google Cloud Operations explores the fundamental concepts of modern operations, reliability, and resilience in the cloud, and how Google Cloud can help support these efforts. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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In this course you will learn how to use the new generative AI features in Dialogflow CX to create virtual agents that can have more natural and engaging conversations with customers. Discover how to deploy generative fallback responses to gracefully handle errors and omissions in customer conversations, deploy generators to increase intent coverage, and structure, ingest, and manage data in a data store. And explore how to deploy and maintain generative AI agents using your data, and deploy and maintain hybrid agents in combination with existing intent-based design paradigms.

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Google Drive is Google’s cloud-based file storage service. Google Drive lets you keep all your work in one place, view different file formats without the need for additional software, and access your files from any device. In this course, you will learn how to navigate your Google Drive. You will learn how to upload files and folders and how to work across file types. You will also learn how you can easily view, arrange, organize, modify, and remove files in Google Drive. Google Drive includes shared drives. You can use shared drives to store, search, and access files with a team. You will learn how to create a new shared drive, add and manage members, and manage the shared drive content. Google Workspace is synonymous with collaboration and sharing. You will explore the sharing options available to you in Google Drive, and you will learn about the various collaborator roles and permissions that can be assigned. You’ll also explore ways to ensure consistency and save time…

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Learn how public sector agencies and academic researchers leverage Google Earth Engine to distill meaningful insights from petabytes of Earth Observation at planetary scale. Google Earth Engine is a fully managed geospatial platform that has enabled research for more than a decade in environmental areas such as forestry, agriculture, water, and sustainability.

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With Google Slides, you can create and present professional presentations for sales, projects, training modules, and much more. Google Slides presentations are stored safely in the cloud. You build presentations right in your web browser—no special software is required. Even better, multiple people can work on your slides at the same time, you can see people’s changes as they make them, and every change is automatically saved. You will learn how to open Google Slides, create a blank presentation, and create a presentation from a template. You will explore themes, layout options, and how to add and format content, and speaker notes in your presentations. You will learn how to enhance your slides by adding tables, images, charts, and more. You will also learn how to use slide transitions and object animations in your presentation for visual effects. We will discuss how to organize slides and explore some of the options, including duplicating and ordering your slides, importi…

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This course builds on some of the concepts covered in the earlier Google Sheets course. In this course, you will learn how to apply and customize themes In Google Sheets, and explore conditional formatting options. You will learn about some of Google Sheets’ advanced formulas and functions. You will explore how to create formulas using functions, and you will also learn how to reference and validate your data in a Google Sheet. Spreadsheets can hold millions of numbers, formulas, and text. Making sense of all of that data can be difficult without a summary or visualization. This course explores the data visualization options in Google Sheets, such as charts and pivot tables. Google Forms are online surveys used to collect data and provide the opportunity for quick data analysis. You will explore how Forms and Sheets work together by connecting collected Form data to a spreadsheet, or by creating a Form from an existing spreadsheet.

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As organizations move their data and applications to the cloud, they must address new security challenges. The Trust and Security with Google Cloud course explores the basics of cloud security, the value of Google Cloud's multilayered approach to infrastructure security, and how Google earns and maintains customer trust in the cloud. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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In this course, we introduce you to Google Meet, Google’s video conference software included with Google Workspace. You learn how to create and manage video conference meetings using Google Meet. You explore different ways to open Google Meet and add people to a video conference. You also learn how to join meetings from different sources like calendar events or meeting links. We discuss how Google Meet can help you better communicate, exchange ideas, and share resources with your team wherever they are. You learn how to customize the Google Meet environment to fit your needs and how to effectively use chat messages during a video conference. You also explore different ways to share resources, such as by using calendar invites or attachments. You learn about using host controls in Google Meet to manage participants and utilize interactive moderation features. You also learn how to record and live stream video conferences.

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In this course, we introduce you to Google Chat, Google’s chat software included with Google Workspace. You will learn about messaging individuals and groups in Google Chat. You will also discover customization options, collaboration features and how Google Chat integrates with other Google Workspace products. We will explore the use of spaces in Google Chat, showing you how to create, manage, search, and join them. Additionally, you will understand the distinctions between using a space and a group chat. You also explore Google Chat apps and learn how to search for and use apps within Google Chat. Aside from course videos, you will complete hands-on activities to practice what you’ve learned. Consider inviting a colleague or two to interact with you in Google Chat as you complete the activities.

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With Google Calendar, you can quickly schedule meetings and events and create tasks, so you always know what’s next. Google Calendar is designed for teams, so it’s easy to share your schedule with others and create multiple calendars that you and your team can use together. In this course, you’ll learn how to create and manage Google Calendar events. You will learn how to update an existing event, delete and restore events, and search your calendar. You will understand when to apply different event types such as tasks and appointment schedules. You will explore the Google Calendar settings that are available for you to customize Google Calendar to suit your way of working. During the course you will learn how to create additional calendars, share your calendars with others, and access other calendars in your organization.

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Enterprises of all sizes have trouble making their information readily accessible to employees and customers alike. Internal documentation is frequently scattered across wikis, file shares, and databases. Similarly, consumer-facing sites often offer a vast selection of products, services, and information, but customers are frustrated by ineffective site search and navigation capabilities. This course teaches you to use Generative AI App Builder to integrate enterprise-grade generative AI search.

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With Google Docs, your documents are stored in the cloud, and you can access them from any computer or device. You create and edit documents right in your web browser; no special software is required. Even better, multiple people can work at the same time, you can see people’s changes as they make them, and every change is saved automatically. In this course, you will learn how to open Google Docs, create and format a new document, and apply a template to a new document. You will learn how to enhance your documents using a table of contents, headers and footers, tables, drawings, images, and more. You will learn how to share your documents with others. We will discuss your sharing options and examine collaborator roles and permissions. You will learn how to manage versions of your documents. Google Docs allows you to work in real time with others on the same document. You will learn how to create and manage comments and action items in your documents. We will review a few of the G…

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Welcome to Hybrid Cloud Infrastructure Foundations with Anthos! This is the first course of the Architecting Hybrid Cloud Infrastructure with Anthos path. Anthos enables you to build and manage modern applications, and gives you the freedom to choose where to run them. Anthos gives you one consistent experience in both your on-premises and cloud environments. During this course, you will be presented with modules that will take you through skills that you will use as an architect or administrator running Anthos environments. The modules in this course include videos, hands-on labs, and links to helpful documentation.

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Cloud technology can bring great value to an organization, and combining the power of cloud technology with data has the potential to unlock even more value and create new customer experiences. “Exploring Data Transformation with Google Cloud” explores the value data can bring to an organization and ways Google Cloud can make data useful and accessible. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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In many IT organizations, incentives are not aligned between developers, who strive for agility, and operators, who focus on stability. Site reliability engineering, or SRE, is how Google aligns incentives between development and operations and does mission-critical production support. Adoption of SRE cultural and technical practices can help improve collaboration between the business and IT. This course introduces key practices of Google SRE and the important role IT and business leaders play in the success of SRE organizational adoption.

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This course discusses how environments are managed in Apigee hybrid, and how runtime plane components are secured. You will also learn how to deploy and debug API proxies in Apigee hybrid, and about capacity planning and scaling.

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This course discusses the upgrade process for Apigee hybrid, and teaches you how to monitor and troubleshoot the hybrid runtime plane components.

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This course helps you structure your preparation for the Associate Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

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This course helps learners create a study plan for the PCA (Professional Cloud Architect) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.

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This course helps learners prepare for the Professional Cloud Security Engineer (PCSE) Certification exam. Learners will be exposed to and engage with exam topics through a series of lectures, diagnostic questions, and knowledge checks. After completing this course, learners will have a personalized workbook that will guide them through the rest of their certification readiness journey.

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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.

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这门自助式速成课程向学员介绍 Google Cloud 提供的灵活全面的基础架构和平台服务,着重介绍了 Compute Engine。学员将通过一系列视频讲座、演示和动手实验,探索和部署各种解决方案元素,包括网络、系统和应用服务等基础架构组件。本课程的内容还包括如何部署实用的解决方案,包括客户提供的加密密钥、安全和访问权限管理、配额和结算,以及资源监控。

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In this course you will learn how Contact Center AI Agent Assist can enhance the productivity of human agents while interacting with customers through the Voice channel, as well as the options available for integration with other platforms in the CCAI ecosystem.

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This course explores the fundamentals of the feedback loop process for Virtual Agent development and introduces the native capabilities within Dialogflow CX that support it

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Artificial Intelligence (AI) offers transformative possibilities, but it also introduces new security challenges. This course equips security and data protection leaders with strategies to securely manage AI within their organizations. Learn a framework for proactively identifying and mitigating AI-specific risks, protecting sensitive data, ensuring compliance, and building a resilient AI infrastructure. Pick use cases from four different industries to explore how these strategies apply in real-world scenarios.

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Google Cloud 云计算基础课程面向云计算零基础或经验较少的人群。本课程概述了云计算基础知识、大数据和机器学习的核心概念,以及 Google Cloud 在其中的定位与应用方式。 完成本系列课程后,学员将能够清晰阐述这些概念,并掌握部分实操技能。 课程应按以下顺序完成: 1. Google Cloud 云计算基础课程:云计算基础知识 2. Google Cloud 云计算基础课程:Google Cloud 中的基础设施 3. Google Cloud 云计算基础课程:Google Cloud 中的网络服务和安全性 4. Google Cloud 云计算基础课程:Google Cloud 中的数据、机器学习和 AI 本课是第一门课程,概述了云计算、Google Cloud 的使用方式以及各种计算选项。

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In this course, you will learn about advanced methods and tools to monitor the performance of your virtual agents in Dialogflow CX

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This course will equip you with the tools to develop complex conversational experiences in Dialogflow CX capable of identifying the user intent and routing it to the right self service flow.

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In this course you will learn how Contact Center AI Agent Assist can help distill complex customer interactions into concise and clear summaries.

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In this course you will learn the key architectural considerations that need to be taken into account when designing for the implementation of Conversational AI solutions.

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This course explores the best practices, methods and tools to programmatically lead CCAI virtual agent delivery. It includes a high level overview of the end to end journey for building and deploying a virtual agent, as well as the core tenets to create a strong delivery culture. Additionally, this course covers the best practices for workflow management, defect tracking, release management and post-release support to ensure optimal virtual agent performance.

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Transform your understanding of customer service with this course on the Customer Engagement Suite (CES) and its powerful generative AI capabilities. You'll start by tracing the journey of contact centers, understanding how they've evolved and where gen AI is propelling them next. Then, you'll gain a deep understanding of the core building blocks within the CES solution, seeing how each component contributes to delivering exceptional customer experiences. The course concludes by exploring the robust business case for CES, along with practical use cases and the various user personas that benefit from this innovative solution.

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This course explores the foundational principles of conversation design to craft engaging and effective chatbot experiences that emulate human-like experiences.

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In this course, you will learn the important role that different types of webhooks play in Dialogflow CX development, and how to effectively integrate them into your routine configuration of a Virtual Agent.

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Learn about building conversational AI voice and chat integrations, including how telephony systems can connect with Google to enable phone-based interactions within the Conversational AI ecosystem. Explore key topics such as the differences between chat and voice conversations, the writing process for creating conversation scripts, and the beginning of the interrogative series and closing sequence.

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This course explores advanced technical considerations to optimize Webhook connectivity for comprehensive, end-to-end, Virtual Agent self-service experiences.

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In this course, you will learn the advanced conversational design principles for both the Voice and Caht channels to craft engaging and effective end-to-end experiences that emulate human-like interactions.

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In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX), which is Google’s production machine learning platform based on TensorFlow for management of ML pipelines and metadata. You will learn about pipeline components and pipeline orchestration with TFX. You will also learn how you can automate your pipeline through continuous integration and continuous deployment, and how to manage ML metadata. Then we will change focus to discuss how we can automate and reuse ML pipelines across multiple ML frameworks such as tensorflow, pytorch, scikit learn, and xgboost. You will also learn how to use another tool on Google Cloud, Cloud Composer, to orchestrate your continuous training pipelines. And finally, we will go over how to use MLflow for managing the complete machine learning life cycle.

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This course is for deployment personnel of Google Cloud and its partner organizations who are tasked with managing cultural change and skill gaps of customers adopting Google Workspace, engaging sponsors and enlisting the support of customer stakeholders, communicating the anticipated changes to the customer and their users. It will guide you through the Workspace change management methodology and all phases of the customer journey.

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本课程能让机器学习从业者掌握评估生成式和预测式 AI 模型的基本工具、方法和最佳实践。要确保机器学习系统在实际运用中提供可靠、准确、高效的结果,做好模型评估至关重要。 学员将深入了解各项评估指标、方法及如何在不同模型类型和任务中适当应用这些指标和方法。课程将着重介绍生成式 AI 模型带来的独特挑战,并提供有效解决这些挑战的策略。通过利用 Google Cloud 的 Vertex AI Platform,学员可学习如何在模型选择、优化和持续监控工作中实施卓有成效的评估流程。

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This is the fifth of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll combine and apply the foundational knowledge and skills from courses 1-4 in a hands-on Capstone project that focuses on the full data lifecycle project. You’ll practice using cloud-based tools to acquire, store, process, analyze, visualize, and communicate data insights effectively. By the end of the course, you’ll have completed a project demonstrating their proficiency in effectively structuring data from multiple sources, presenting solutions to varied stakeholders, and visualizing data insights using cloud-based software. You’ll also update your resume and practice interview techniques to help prepare for applying and interviewing for jobs.

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This is the first of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll define the field of cloud data analysis and describe roles and responsibilities of a cloud data analyst as they relate to data acquisition, storage, processing, and visualization. You’ll explore the architecture of Google Cloud-based tools, like BigQuery and Cloud Storage, and how they are used to effectively structure, present, and report data.

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Take the next steps in working with the Chronicle Security Operations Platform. Build on fundamental knowledge to go deeper on cusotmization and tuning.

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This course covers the baseline skills needed for the Google Security Operations Platform. The modules will cover specific actions and features that security engineers should become familiar with to start using the toolset.

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Configure and Maintain CCaaS as an Admin is a course that provides end users with essential learning about the core features, functionality, reporting, and configuration information most relevant to the role. This course is most appropriate for those who perform administrative functions to support the operation of the contact center as well as analyze, troubleshoot, and configure the platform to best meet the demands of customers. Although this program will review some monitoring and reporting aspects, those topics are explored in depth in the course titled "Managing Functions and Reporting with CCaSS."

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Manage Functions and Reporting with CCaaS provides end-users with essential training about the core features, functionality, monitoring, reporting, and configuration information that is most relevant to the role. This course is most appropriate for those at the managerial level of the contact center who are tasked with monitoring the effectiveness, efficiency, and KPI attainment for all consumer interactions. While this program will review some aspects of settings and configuration options, the major focus is on reporting functionality in CCaaS.

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This course teaches contact center agents about the core agent features and functionality in Contact Center as a Service (CCaaS). CCaaS is a unified contact center platform that accelerates an organization's ability to leverage and deploy contact centers without relying on multiple technology providers. This course is most appropriate for those who handle consumer interactions via chat and call.

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This course was designed to provide an understanding of user and resource management in Google Workspace. Learners will explore the configuration of organizational units to align with their organization's needs. Additionally, learners will discover how to manage various types of Google Groups. They will also develop expertise in managing domain settings within Google Workspace. Finally, learners will master the optimization and structuring of resources within their Google Workspace environment.

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This course equips learners with skills to govern data within their Google Workspace environment. Learners will explore data loss prevention rules in Gmail and Drive to prevent data leakage. They will then learn how to use Google Vault for data retention, preservation, and retrieval purposes. Next, they will learn how to configure data regions and export settings to align with regulations. Finally, learners will discover how to classify data using labels for enhanced organization and security.

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This course empowers learners to secure their Google Workspace environment. Learners will implement strong password policies and two-step verification to govern user access. They will then utilize the security investigation tool to proactively identify and respond to security risks. Next, they will manage third-party app access and mobile devices to ensure security. Finally, learners will enforce email security and compliance measures to protect organizational data.

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This course was designed to give learners a comprehensive understanding of Google Workspace core services. Learners will explore enabling, disabling, and configuring settings for these services, including Gmail, Calendar, Drive, Meet, Chat, and Docs. Next, they'll learn how to deploy and manage Gemini to empower their users. Finally, learners will examine use cases for AppSheet and Apps Script to automate tasks and extend the functionality of Google Workspace applications.

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Planning for a Google Workspace Deployment is the final course in the Google Workspace Administration series. In this course, you will be introduced to Google's deployment methodology and best practices. You will follow Katelyn and Marcus as they plan for a Google Workspace deployment at Cymbal. They'll focus on the core technical project areas of provisioning, mail flow, data migration, and coexistence, and will consider the best deployment strategy for each area. You will also be introduced to the importance of Change Management in a Google Workspace deployment, ensuring that users make a smooth transition to Google Workspace and gain the benefits of work transformation through communications, support, and training. This course covers theoretical topics, and does not have any hands on exercises. If you haven’t already done so, please cancel your Google Workspace trial now to avoid any unwanted charges.

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This course helps learners prepare to study for the Professional Google Workspace Administrator Certification exam. Learners will be exposed to and engage with exam topics through a series of readings, diagnostic questions, and knowledge checks. After completing this course, learners will have a personalized workbook that will guide them through the rest of their certification readiness journey.

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在本课程中,您将了解 Gemini(Google Cloud 推出的一款依托生成式 AI 的协作工具)如何帮助您使用 Google 产品和服务开发、测试、部署和管理应用。在 Gemini 的协助下,您可以学习如何开发和构建 Web 应用、修复应用中的错误、开发测试和查询数据。您可以通过实操实验了解如何利用 Gemini 来改进软件开发生命周期 (SDLC)。 Duet AI 已更名为 Gemini,这是我们的新一代模型。

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在本课程中,您将了解 Gemini(Google Cloud 的生成式 AI 赋能的协作工具)如何帮助管理员预配基础设施。您将了解如何通过输入提示来让 Gemini 解释基础设施、GKE 集群的部署,以及现有基础设施的更新。您可以通过实操实验了解如何利用 Gemini 来改进 GKE 部署工作流。 Duet AI 已更名为 Gemini,这是我们的新一代模型。

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在本课程中,您将了解 Gemini(Google Cloud 推出的一款依托生成式 AI 的协作工具)如何帮助您保护您的云环境和资源。您将学习如何将示例工作负载部署到 Google Cloud 环境中,以及如何借助 Gemini 识别和修复安全配置错误。您可以通过实操实验了解如何利用 Gemini 来改善云安全状况。 Duet AI 已更名为 Gemini,这是我们的新一代模型。

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本课程介绍了 Responsible AI 的概念和 AI 原则,还介绍了在 AI/机器学习实践中识别公平性与偏见以及减少偏见的实用技巧,同时探索了使用 Google Cloud 产品和开源工具来实施 Responsible AI 最佳实践的实用方法和工具。

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In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model. We will examine tools and techniques for troubleshooting and optimizing pipeline performance. We will then review testing, deployment, and reliability best practices for Dataflow pipelines. We will conclude with a review of Templates, which makes it easy to scale Dataflow pipelines to organizations with hundreds of users. These lessons will help ensure that your data platform is stable and resilient to unanticipated circumstances.

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Gemini for Google Workspace 是一个插件,用户可通过它来使用生成式 AI 功能。本课程通过视频课程、实操活动和实际示例,深入探讨了“Google 云端硬盘中的 Gemini”的功能。 学完本课程后,您将掌握相关知识和技能,能够自信地利用 Google 云端硬盘中的 Gemini 来改进工作流。

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Google Workspace 专用 Gemini 是一个插件,可为用户提供对生成式 AI 功能的访问权限。本课程深入探讨了“Google Meet 中的 Gemini”的功能。通过视频课程、实操活动和实际示例,您将全面了解 Google Meet 中的 Gemini 功能。您将学习如何使用 Gemini 生成背景图片、提高视频质量以及翻译字幕。学完本课程后,您将掌握相关知识和技能,能够自信地利用 Google Meet 中的 Gemini 尽可能提高视频会议的效率。

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Google Workspace 专用 Gemini 是一个插件,可在 Google Workspace 中为客户提供生成式 AI 功能。在本迷你课程中,您将了解 Gemini 的主要功能,以及如何在 Google 幻灯片中使用它们来提高工作效率。

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Google Workspace 专用 Gemini 是一个插件,可在 Google Workspace 中为客户提供生成式 AI 功能。在本迷你课程中,您将了解 Gemini 的主要功能,以及如何在 Google 表格中使用它们来提高工作效率。

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Google Workspace 专用 Gemini 是一个插件,用户可通过它来使用生成式 AI 功能。本课程通过视频课程、实操活动和实际示例,深入探讨了“Google 文档中的 Gemini”的功能。您将学习如何使用 Gemini 来根据提示生成书面内容。您还会探索如何使用 Gemini 来修改已撰写好的文本,帮助提升整体工作效率。学完本课程后,您将掌握相关知识和技能,能够自信地利用 Google 文档中的 Gemini 来提升写作水平。

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Google Workspace 专用 Gemini 是一个插件,可在 Google Workspace 中为客户提供生成式 AI 功能。在本迷你课程中,您将了解 Gemini 的主要功能,以及如何在 Gmail 中使用这些功能来提高工作效率。

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Google Workspace 专用 Gemini 是一个插件,可在 Google Workspace 中为客户提供生成式 AI 功能。在本学习路线中,您将了解 Gemini 的主要功能,以及如何在 Google Workspace 中使用它们来提高工作效率。

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完成设置 Google Cloud 网络课程,赢取技能徽章, 您将了解如何在 Google Cloud Platform 上执行基本的网络组建和管理任务 - 创建自定义网络、添加子网防火墙规则,然后创建虚拟机并测试 虚拟机之间相互通信时的延迟时间。

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完成“创建和管理 Cloud SQL for PostgreSQL 实例”这一入门级的技能徽章课程,展示您在以下方面的技能: 迁移、配置和管理 Cloud SQL for PostgreSQL 实例及数据库。

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完成“使用 Gemini 和 Imagen 构建实际 AI 应用”技能徽章入门课程,展示您在以下方面的技能:图像识别、自然语言处理、 使用 Google 强大的 Gemini 和 Imagen 模型生成图像、在 Vertex AI 平台上部署应用。

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完成部署和管理 Apigee X 技能徽章课程,即可赢取技能徽章。 您将学习 Apigee X 架构、如何在 Google Cloud 项目中预配 Apigee X 组织、使用 Apigee API 和界面管理 Apigee X, 以及使用 Cloud Armor 和 Apigee 威胁防护策略 保护 API。

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完成 在 Vertex AI 中设计提示入门技能徽章课程,展示以下方面的技能: Vertex AI 中的提示工程、图片分析和多模态生成式技术。探索如何编写有效的提示,指导生成式 AI 输出, 以及将 Gemini 模型应用于真实的营销场景。

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完成 Google Workspace 工具使用入门课程,赢取入门技能徽章。在此课程中,您将了解 Google 的协作平台 并学习如何使用 Gmail、Google 日历、Meet、Google 云端硬盘、Google 表格和 AppSheet。

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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。

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本课程致力于为您提供所需的知识和工具,让您能够了解 MLOps 团队在部署和管理生成式 AI 模型以及探索 Vertex AI 如何帮助 AI 团队简化 MLOps 流程时面临的独特挑战,并帮助您在生成式 AI 项目中取得成功。

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完成入门级技能徽章课程创建和管理 Bigtable 实例,展示以下方面的技能:创建实例、设计架构、 查询数据,以及在 Bigtable 中执行管理任务,包括监控性能、配置节点自动扩缩和复制。

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完成入门级技能徽章课程创建和管理 AlloyDB 实例,展示您在以下方面的技能:执行核心 AlloyDB 操作 和任务、从 PostgreSQL 迁移到 AlloyDB、管理 AlloyDB 数据库,以及 使用 AlloyDB 列式引擎加速分析查询。

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完成中级技能徽章课程在 Looker 中管理数据 模型,展示以下方面的技能:维护 LookML 项目的健康状况;利用 SQL Runner 进行数据验证;采用 LookML 最佳实践;优化查询和 报告;以及实现永久性派生表和缓存政策。

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完成中级技能徽章课程使用 Security Command Center 消除 威胁和漏洞,展示您在以下方面的技能: 预防和管理环境威胁、识别和缓解应用漏洞,以及应对安全异常。

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完成在 Google Cloud 上构建网站技能徽章课程,赢取入门级技能徽章。本课程以 Get Cooking in Cloud 系列视频为基础, 涵盖以下主题:在 Cloud Run 上部署网站在 Compute Engine 上托管 Web 应用在 Google Kubernetes Engine 上创建、部署和扩缩网站使用 Cloud Build 从单体式应用迁移到微服务架构

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完成使用 Google Cloud Managed Service for Prometheus 来监控环境这一技能徽章课程,赢取技能徽章。在此课程中,您将学习如何使用 Google Cloud Managed Service for Prometheus 监控 Kubernetes。

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完成入门技能徽章课程使用 Dataplex 构建数据网格,展示以下方面的技能:使用 Dataplex 构建数据网格, 以在 Google Cloud 上实现数据安全、治理和发现。您将在 Dataplex 中练习和测试自己在标记资产、分配 IAM 角色和评估数据质量方面的技能。

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完成中级技能徽章课程“使用 Gemini 和 Streamlit 开发生成式 AI 应用”,展示您在以下方面的技能: 文本生成、通过 Python SDK 和 Gemini API 应用函数调用,以及通过 Cloud Run 部署 Streamlit 应用。 您将了解如何以不同方式通过提示来让 Gemini 生成文本、使用 Cloud Shell 进行测试,以及如何迭代 Streamlit 应用,随后将其封装成 Docker 容器并部署在 Cloud Run 中。

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完成用 Chrome 企业进阶版安全功能保护云中的数据流量这一技能徽章课程,赢取技能徽章。在此课程中,您将学习 如何利用 Chrome Enterprise 进阶版为关键应用与服务筑牢安全访问屏障,依托现代化 零信任平台提升安全状态,借助基于身份和情境感知的访问权限控制安全分配资源权限,以及通过客户端连接器支持混合云工作负载稳定运行。

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Complete the introductory Build LangChain Applications using Vertex AI skill badge to learn how to build Generative AI applications using LangChain and the Retrieval Augmented Generation (RAG) technique for text-based content, powered by Vertex AI's advanced Generative AI capabilities. Discover how to integrate powerful large language models (LLMs) with search and retrieval workflows, boosting the accuracy and relevance of your generated content. Earn a Google Cloud skill badge and showcase your expertise by completing the course and its final assessment challenge lab.

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完成为 Looker 信息中心和报告准备数据入门级技能徽章课程, 展现您在以下方面的技能:对数据进行过滤、排序和透视;将来自不同 Looker 探索的结果合并; 以及使用函数和运算符构建 Looker 信息中心和报告以用于数据分析和可视化。

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完成在 Google Cloud 上实现 CI/CD 流水线技能徽章课程,赢取中级技能徽章。 您将学习如何使用 Artifact Registry、Cloud Build 和 Cloud Deploy。您将与 Google Cloud 控制台、Google Cloud CLI、Cloud Run 和 GKE 互动。本课程将介绍如何构建持续集成 流水线,存储和保护工件,扫描漏洞,证明已批准版本 的有效性。此外,您还将获得在 GKE 和 Cloud Run 中 部署应用的实操经验。

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完成为 AWS 专业人员构建 Google Cloud 基础设施课程, 赢取技能徽章。在此课程中,您将学习如何配置 IAM 权限, 使用 Kubernetes 编排工作负载,使用 Compute Engine 托管 Web 应用, 以及配置负载均衡。

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完成中级技能徽章课程使用多模态 Gemini 和多模态 RAG 检查富文档,展示您在以下方面的技能: 将多模态与 Gemini 配合使用,从而使用多模态提示从文本数据和视觉数据中提取信息、生成视频说明、 检索视频中不包含的额外信息; 将多模态检索增强生成 (RAG) 与 Gemini 配合使用,以构建包含文本和图片的文档的元数据、获取所有相关文本块并输出引用。

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Earn a skill badge by completing the Build Google Cloud Infrastructure for Azure Professionals course, where you learn how to configure IAM permission, orchestrate workloads using Kubernetes, host a web application using compute engine, and configure load balancing. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this Skill Badge, and the final assessment challenge lab, to receive a digital badge that you can share with your network.

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完成中级技能徽章课程使用 Vertex AI 中的 Gemini API 探索生成式 AI,展示自己在以下方面的技能: 文本生成技能、用于增强内容创作能力的图像和视频分析技能,以及在 Gemini API 中应用函数调用技术的技能。 了解如何运用先进的 Gemini 技术、探索多模态内容生成方法,并扩展 AI 赋能项目的功能。

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完成在 Google Cloud 中实施 DevOps 工作流技能徽章中级课程, 展示您在以下方面的技能:利用 Cloud Source Repositories 创建 git 代码库; 在 Google Kubernetes Engine (GKE) 上启动、管理和扩缩 Deployment; 设计 CI/CD 流水线架构,以自动构建容器映像并将其部署到 GKE。

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完成在 Google Cloud 中管理 Kubernetes这一中级技能徽章课程, 展示您在以下方面的技能:使用 kubectl 管理部署、监控并 调试在 Google Kubernetes Engine (GKE) 上运行的应用,以及持续交付技术。

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完成在 Google Cloud 上部署 Kubernetes 应用技能徽章中级课程,展示您在以下方面的技能: 配置和构建 Docker 容器映像,创建和管理 Google Kubernetes Engine (GKE) 集群,利用 kubectl 实现高效 集群管理,以及按照稳健的持续交付 (CD) 实践部署 Kubernetes 应用。

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完成中级技能徽章课程“在 Google 表格中使用函数、公式和图表”, 展现您在以下方面的技能:使用函数分析数据;使用图表直观呈现数据;以及搜索和验证数据、 设置数据格式、显示数据。

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完成入门级技能徽章课程为 Compute Engine 实现云负载均衡,展示以下方面的技能: 在 Compute Engine 中创建和部署虚拟机 以及配置网络和应用负载均衡器。

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完成 Google Cloud 中的监控功能这一入门级技能徽章课程, 以证明您具备以下技能:使用 Cloud Monitoring 工具监控 Google Cloud 上的资源。

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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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完成入门级使用 Google Cloud Observability 进行监控和记录技能徽章课程, 展示自己在以下方面的技能:监控 Compute Engine 中的虚拟机; 利用 Cloud Monitoring 监控多个项目;将监控和日志记录功能扩展到 Cloud Functions; 创建和发送自定义应用指标;以及根据自定义指标配置 Cloud Monitoring 提醒。

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完成借助 Firebase 开发无服务器应用技能徽章中级课程, 展示您在以下方面的技能:借助 Firebase 设计无服务器 Web 应用架构以及构建无服务器 Web 应用; 利用 Firestore 管理数据库;利用 Cloud Build 自动完成部署流程; 以及将 Google 助理功能集成到您的应用中。

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完成用 Document AI 实现大规模自动数据采集课程,赢取入门级技能徽章。在本课程中,您将学习如何使用 Document AI 提取、处理和采集数据。

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Cloud Storage、Cloud Functions 和 Cloud Pub/Sub 都是 Google Cloud Platform 服务,可用于存储、处理和管理数据。这三项 服务可结合使用,创建各种数据驱动型应用。在 这一技能徽章课程中,您将使用 Cloud Storage 存储图片,使用 Cloud Functions 处理图片,并使用 Cloud Pub/Sub 将图片发送到另一款应用。

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完成监控和管理 Google Cloud 资源这一入门级技能徽章课程,展示您在以下方面的技能:授予和撤消 IAM 权限; 安装 Monitoring 代理和 Logging 代理;创建、部署和测试事件驱动型 Cloud Run 函数。

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完成在关联工作表中分析 BigQuery 数据这一技能徽章课程,展示您能够使用关联工作表,在 Google 表格的电子表格中访问、分析、可视化并共享数十亿行 BigQuery 数据。

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Cloud Storage, Cloud Functions 和 Cloud Pub/Sub 都是 Google Cloud Platform 服务,可用于存储、处理和管理数据。这三项 服务可结合使用,创建各种数据驱动型应用。在 此技能徽章课程中,您将使用 Cloud Storage 存储图片,使用 Cloud Functions 函数 处理图片,并使用 Cloud Pub/Sub 将图片发送到另一个应用。

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完成Eventarc 使用入门这一技能徽章课程,赢取技能徽章。 在这门课程中,您将使用 Eventarc 为不同资源创建事件触发器,包括 Pub/Sub 主题和 Cloud Storage 存储桶。

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Earn a skill badge by completing the Networking Fundamentals on Google Cloud quest, where you learn how to work with VPC networks and load balancers on Google Cloud. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowledge in an interactive hands-on environment. Complete this Skill Badge, and the final assessment challenge lab, to receive a digital badge that you can share with your network.

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完成创建和管理 Cloud Spanner 实例 这一入门级技能徽章课程,展示您在以下方面的技能: 创建 Cloud Spanner 实例和数据库并与之互动; 使用各种方法加载 Cloud Spanner 数据库; 备份 Cloud Spanner 数据库;定义架构并了解查询计划; 部署连接到 Cloud Spanner 实例的现代 Web 应用。

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完成 使用 Google Cloud Speech API这一技能徽章课程,赢取技能徽章。在此课程中,您将学习如何创建 Speech-to-Text API 请求、 将音频语音转写成文字,以及转写语音。

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完成使用 Apps 脚本和 AppSheet 进行开发技能徽章课程,赢取技能徽章。 在此课程中,您将学习如何构建聊天机器人,以及如何 在任何文档中使用脚本编辑器。

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完成在 Cloud Storage 上创建流式数据湖课程,赢取技能徽章。 在这门课程中,您将结合使用 Pub/Sub、Dataflow 和 Cloud Storage 在 Google Cloud 上创建一个流式数据湖。

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完成 使用 Cloud Run Functions 构建无服务器应用课程,赢取入门级技能徽章。 在本课程中,您可以学习如何通过 Google Cloud 控制台和命令行来使用 Cloud Run functions。

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完成Google Cloud 云计算基础知识挑战任务,赢取技能徽章。 您将学习如何在 Compute Engine 中使用虚拟机 (VM)、永久性 磁盘和 Web 服务器。

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完成 Sensitive Data Protection 使用入门 这一入门级技能徽章课程,展示您在以下方面的技能:使用 Sensitive Data Protection 服务 (包括 Cloud Data Loss Prevention API)来检查和隐去 Google Cloud 中的敏感数据,并对敏感数据进行去标识处理。

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完成用 Apps 脚本整合 BigQuery 数据和 Google Workspace 这一入门级技能徽章课程,展示通过 AppSheet 连接 Workspace 产品与 BigQuery 的技能。

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完成“为 Google Cloud 配置服务账号和 IAM 角色”课程,赢取入门级技能徽章。在本课程中,您将了解服务账号、自定义角色以及如何使用 gcloud 设置权限。

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完成入门级技能徽章课程 Dataplex 使用入门, 展现您在以下方面的技能:创建 Dataplex 资产,创建切面类型, 以及将切面应用于 Dataplex 中的条目。

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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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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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This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability framework. The Beam Portability framework achieves the vision that a developer can use their favorite programming language with their preferred execution backend. We then show you how Dataflow allows you to separate compute and storage while saving money, and how identity, access, and management tools interact with your Dataflow pipelines. Lastly, we look at how to implement the right security model for your use case on Dataflow.

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Incorporating machine learning into data pipelines increases the ability to extract insights from data. This course covers ways machine learning can be included in data pipelines on Google Cloud. For little to no customization, this course covers AutoML. For more tailored machine learning capabilities, this course introduces Notebooks and BigQuery machine learning (BigQuery ML). Also, this course covers how to productionalize machine learning solutions by using Vertex AI.

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This course helps you understand how to use Chronicle to properly handle security incidents.

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Get hands-on experience applying and building rules for Chronicle. You learn what YARA-L is and how to customize & create event rules.

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This course helps developers customize Chronicle and augment its abilities with third party integrations.

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This course will familiarize you with the core functionality of Chronicle, including the user interface, connections, and settings.

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Learn the technical aspects you need to know about Chronicle and how it can help you detect and action threats.

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完成课程 App Engine:三种开发方式,赢取技能徽章。 在此课程中,您将学习如何将 App Engine 与 Python、Go 和 PHP 搭配使用。

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完成在 Google Cloud 上使用 Machine Learning API 课程,赢取高级技能徽章。 在本课程中,您将了解以下机器学习和 AI 技术的基本功能: Cloud Vision API、Cloud Translation API 和 Cloud Natural Language API。

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In this course you will get hands-on in order to work through real-world challenges faced when building streaming data pipelines. The primary focus is on managing continuous, unbounded data with Google Cloud products.

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In this intermediate course, you will learn to design, build, and optimize robust batch data pipelines on Google Cloud. Moving beyond fundamental data handling, you will explore large-scale data transformations and efficient workflow orchestration, essential for timely business intelligence and critical reporting. Get hands-on practice using Dataflow for Apache Beam and Serverless for Apache Spark (Dataproc Serverless) for implementation, and tackle crucial considerations for data quality, monitoring, and alerting to ensure pipeline reliability and operational excellence. A basic knowledge of data warehousing, ETL/ELT, SQL, Python, and Google Cloud concepts is recommended.

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While the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.

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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.

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This course helps learners create a study plan for the PDE (Professional Data Engineer) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.

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完成保护 BigLake 数据这一入门级技能徽章课程,展示您在以下方面的技能:使用 IAM、BigQuery、BigLake 和 Dataplex 中的 Data Catalog 创建和保护 BigLake 表。

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完成增强 BigLake 数据的元数据管理与数据发现能力这一技能徽章课程,展示您在 BigQuery、 BigLake 和 Dataplex Universal Catalog 方面的技能。您将创建 BigLake 表,并增强表数据的元数据管理与数据发现能力。

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完成用 AppSheet 来构建应用课程,赢取技能徽章。 在此课程中,您将学习如何使用 AppSheet 构建、配置和发布应用。

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完成 API Gateway 使用入门技能徽章课程,赢取技能徽章。 您将学习如何通过全托管式网关,使用 API Gateway 来部署、 保护和管理 API。

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完成 BigQuery 流式数据分析技能徽章课程,赢取技能徽章 。在这门课程中,您将结合使用 Pub/Sub、Dataflow 和 BigQuery 来实现流式 数据分析。

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完成 Cloud Storage 使用入门这一技能徽章课程,赢取技能 徽章。学习如何创建 Cloud Storage 存储桶,如何 使用 Cloud Storage 命令行,以及如何使用存储桶锁定来保护 存储桶中的对象。

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完成 Pub/Sub 使用入门技能徽章课程,赢取技能徽章。 在这门课程中,您将学习如何通过 Cloud 控制台使用 Pub/Sub、如何使用 Cloud Scheduler 作业减轻工作量,以及在哪些用例中可以使用 Pub/Sub Lite 来节省大量事件提取的开支。

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完成使用 Google API 分析语音和语言课程,赢取技能徽章 。在此课程中,您将学习如何在真实场景中使用 Natural Language API 和 Speech API。

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完成入门级技能徽章课程在 Cloud Storage 上创建安全的数据湖,展示以下方面的技能: 保护和配置 Cloud Storage 存储桶、使用 Gemini 生成文本、管理 IAM 访问权限控制以及建立 Dataplex 数据湖以进行数据治理。

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完成用 Cloud Vision API 分析图片课程,赢取技能徽章。在此挑战任务中,您将了解如何利用 Cloud Vision API 执行各种任务,包括从图片中提取文本。

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完成通过 API 使用 Cloud Storage 这一入门级技能徽章课程,展示您在以下方面的技能: 使用 API 来处理 Cloud Storage 资源,包括 Cloud Storage API。

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完成使用 Natural Language API 分析情感挑战任务,赢取技能徽章 。在此过程中,您将学习如何使用 API 从文本中提取情感。

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完成 Cloud Speech API:3 种使用方式课程,赢取入门级技能徽章。 在本课程中,您将了解如何使用语音相关 API 工具来合成和转写语音。

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完成开发 Google Cloud 网络课程,赢取技能徽章。在此课程中,您将学习 部署和监控应用的多种方法,包括执行以下任务的方法:探索 IAM 角色并添加/移除 项目访问权限、创建 VPC 网络、部署和监控 Compute Engine 虚拟机、 编写 SQL 查询、在 Compute Engine 中部署和监控虚拟机,以及使用 Kubernetes 通过多种部署方法部署应用。

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完成用 Database Migration Service 将 MySQL 数据迁移至 Cloud SQL 这一入门级的技能徽章课程,展示您在以下方面的技能: 使用 Database Migration Service 中提供的不同作业类型和连接选项,将 MySQL 数据迁移到 Cloud SQL; 以及在运行 Database Migration Service 作业时 迁移 MySQL 用户数据。

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Earn a skill badge by completing the Detect Manufacturing Defects using Visual Inspection AI course, where you learn how to use Visual Inspection AI to deploy a solution artifact and test that it can successfully identify defects in a manufacturing process.

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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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完成用 Google Data Cloud 共享数据技能徽章课程,赢取技能 徽章。您将获得使用 Google Cloud 数据共享合作伙伴 的实操经验,这些合作伙伴拥有专有数据集, 客户可将其用于自己的分析应用场景。客户订阅这些数据集,可在自己的 平台上查询,然后使用自己的数据集加以扩充,并使用自己的可视化 工具,用于面向客户的信息中心。

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完成中级技能徽章课程使用 BigQuery 构建数据仓库,展示以下技能: 联接数据以创建新表、排查联接故障、使用并集附加数据、创建日期分区表, 以及在 BigQuery 中使用 JSON、数组和结构体。

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完成中级技能徽章课程“在 BigQuery 中执行预测性数据分析”, 展示以下方面的技能:导入 CSV 和 JSON 文件,在 BigQuery 中创建数据集; 利用 BigQuery 的强大功能与精细的 SQL 分析概念,包括使用 BigQuery ML,根据足球比赛数据 来训练一个进球数预测模型,并评估世界杯进球的观赏性。

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完成入门级技能徽章课程“从 BigQuery 数据中挖掘数据洞见”,展示您在以下方面的技能: 编写 SQL 查询、查询公共表、将示例数据加载到 BigQuery 中、 在 BigQuery 中使用查询验证器排查常见的语法错误,以及通过连接到 BigQuery 数据在 Looker Studio 中 创建报告。

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完成 Looker 使用入门技能徽章课程,赢取技能徽章, 在这门课程中,您将学习如何使用 Looker Studio 和 Looker 分析、直观呈现和整理数据。

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完成在 Looker 中构建 LookML 对象入门技能徽章课程,展示以下方面的技能: 构建新的维度、测量、视图和派生表;根据需求设置测量的过滤条件和 类型;更新维度和测量; 构建并优化探索;将视图联接到现有探索;并根据业务需求 决定要创建哪些 LookML 对象。

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完成“在 Google Cloud 上设置应用开发环境”课程,赢取技能徽章;通过该课程,您将了解如何使用以下技术的基本功能来构建和连接以存储为中心的云基础设施: Cloud Storage、Identity and Access Management、Cloud Functions 和 Pub/Sub。

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探索生成式 AI - Vertex AI 课程汇集了多组实验, 指导用户在 Google Cloud 平台上运用生成式 AI。参与实验,您将了解 如何使用 Vertex AI PaLM API 系列模型,包括 text-bison、chat-bison 和 textembedding-gecko。您还将了解提示设计、最佳实践, 以及如何使用生成式 AI 进行构思、文本分类、文本提取、文本 总结等任务。您还将学习如何通过 Vertex AI 自定义训练对基础模型进行调优, 并将模型部署到 Vertex AI 端点。

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本课程介绍 Vertex AI Studio,这是一种用于与生成式 AI 模型交互、围绕业务创意进行原型设计并在生产环境中落地的工具。通过沉浸式应用场景、富有吸引力的课程和实操实验,您将探索从提示到产品的整个生命周期,了解如何将 Vertex AI Studio 用于多模态 Gemini 应用、提示设计、提示工程和模型调优。本课程的目的在于帮助您利用 Vertex AI Studio,在自己的项目中充分发掘生成式 AI 的潜力。

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本课程教您如何使用深度学习来创建图片标注模型。您将了解图片标注模型的不同组成部分,例如编码器和解码器,以及如何训练和评估模型。学完本课程,您将能够自行创建图片标注模型并用来生成图片说明。

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本课程向您介绍 Transformer 架构和 Bidirectional Encoder Representations from Transformers (BERT) 模型。您将了解 Transformer 架构的主要组成部分,例如自注意力机制,以及该架构如何用于构建 BERT 模型。您还将了解可以使用 BERT 的不同任务,例如文本分类、问答和自然语言推理。完成本课程估计需要大约 45 分钟。

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本课程简要介绍了编码器-解码器架构,这是一种功能强大且常见的机器学习架构,适用于机器翻译、文本摘要和问答等 sequence-to-sequence 任务。您将了解编码器-解码器架构的主要组成部分,以及如何训练和部署这些模型。在相应的实验演示中,您将在 TensorFlow 中从头编写简单的编码器-解码器架构实现代码,以用于诗歌生成。

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本课程将向您介绍注意力机制,这是一种强大的技术,可令神经网络专注于输入序列的特定部分。您将了解注意力的工作原理,以及如何使用它来提高各种机器学习任务的性能,包括机器翻译、文本摘要和问题解答。

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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。

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随着企业对人工智能和机器学习的应用越来越广泛,以负责任的方式构建这些技术也变得更加重要。但对很多企业而言,真正践行 Responsible AI 并非易事。如果您有意了解如何在组织内践行 Responsible AI,本课程正适合您。 本课程将介绍 Google Cloud 目前如何践行 Responsible AI,以及从中总结的最佳实践和经验教训,便于您以此为框架构建自己的 Responsible AI 方法。

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完成 Introduction to Generative AI、Introduction to Large Language Models 和 Introduction to Responsible AI 三门课程,赢取技能徽章。通过最终测验,即表明您理解了生成式 AI 的基本概念。 技能徽章是由 Google Cloud 颁发的数字徽章,旨在认可您对 Google Cloud 产品与服务的了解程度。公开您的个人资料并将技能徽章添加到您的社交媒体个人资料中,以此来分享您获得的成就。

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