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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-and-ai-microsoft-fabric/
课程评论：没有评论
**课程名称：** 端到端数据与AI：Microsoft Fabric + Azure OpenAI **课程概述：** 本课程旨在帮助学员掌握Microsoft Fabric的统一数据分析平台及Azure OpenAI的强大能力，赋能学员成为领域内炙手可热的专业人才。通过深入学习Fabric的各个组件，包括数据工程、Lakehouses、数据仓库、实时分析、Synapse机器学习以及Azure OpenAI的AI集成，学员将能够构建端到端的数据与AI解决方案。 **课程亮点：** * **理解Microsoft Fabric架构：** 深入学习Fabric作为SaaS统一分析平台的端到端能力。 * **精通OneLake：** 掌握Microsoft统一数据湖的特性，实现安全、可扩展的数据存储与协作。 * **数据工程实践：** 利用Apache Spark和PySpark构建ETL管道，自动化工作流程。 * **AI与ML集成：** 通过MLflow、SynapseML和Azure OpenAI训练和部署机器学习模型，实现生成式AI应用。 * **认证准备：** 内容紧密结合DP-700（数据分析师助理）和DP-600（Fabric分析工程师）认证目标。 * **真实项目演练：** 在模拟企业级数据与AI实施场景的实战项目中应用所学知识。 **目标受众：** * **数据工程师与数据科学家：** 自动化数据管道，管理大数据，部署AI/ML解决方案。 * **DP-700 / DP-600 认证备考者：** 掌握实操技能，为认证考试做好准备。 * **云与AI爱好者：** 学习Microsoft下一代平台与其Azure OpenAI、Power BI、Synapse的集成。 * **业务专业人士与领导者：** 了解如何利用统一数据平台驱动洞察和决策。 **涵盖工具与技术：** Microsoft Fabric, OneLake, Data Factory, Data Engineering, Apache Spark, PySpark, MLflow, SynapseML, Power BI, Azure OpenAI, Lakehouses, Notebooks, Data Warehousing, Real-Time Analytics, Delta Lake。 **学习成果：** 完成课程后，学员将能够： * 熟练运用Microsoft Fabric进行端到端数据工作流。 * 利用Azure OpenAI和Synapse ML构建和部署AI模型。 * 为DP-700和DP-600认证做好充分准备。 * 将所学技能应用于数据工程、数据分析和AI领域的实际项目。 **不要错过这个机会！** 成为数据革命的先驱，在AI驱动的分析领域脱颖而出。立即报名参加“数据与AI (Microsoft Fabric & Azure OpenAI)”课程，为您的职业生涯添砖加瓦。
Unlock the Future of Unified Data & AI with Microsoft Fabric and Azure OpenAI!Are you ready to become a certified expert in modern data analytics and artificial intelligence?This comprehensive course, "Data and AI with Microsoft Fabric & Azure OpenAI," equips you with the in-demand skills for mastering Microsoft's unified analytics platform.Designed for data engineers, data scientists, cloud professionals, and business analysts, this course provides hands-on training in Fabric's complete suite - including Data Engineering, Lakehouses, Data Warehousing, Real-Time Analytics, ML with Synapse, and AI with Azure OpenAI.What You'll Learn:Understand Microsoft Fabric Architecture: SaaS-based unified analytics platform covering data ingestion to visualization.Master OneLake: Learn how Microsoft's unified data lake enables secure, scalable, and collaborative data storage.Data Engineering with Apache Spark and PySpark: Build ETL pipelines and automate workflows.AI & ML Integration: Train and deploy ML models using MLflow, SynapseML, and Azure OpenAI for generative AI use cases.Certification Ready: Aligns with objectives from DP-700 (Data Analyst Associate) and DP-600 (Fabric Analytics Engineer).Real-World Projects: Work on practical scenarios simulating enterprise-scale data and AI implementations.Who This Course is For:Data Engineers & Scientists: Automate pipelines, manage big data, and deploy AI/ML solutions.DP-700 / DP-600 Aspirants: Get certified with practical and theory-aligned content.Cloud & AI Enthusiasts: Learn how Microsoft's next-gen platform integrates with Azure OpenAI, Power BI, and Synapse.Business Professionals & Leaders: Learn how to harness unified data platforms to drive insights and decision-making.Tools and Technologies Covered:Microsoft Fabric, OneLake, Data Factory, Data EngineeringApache Spark, PySpark, MLflow, SynapseMLPower BI, Azure OpenAI, Lakehouses, NotebooksData Warehousing, Real-Time Analytics, Delta LakeBy the end of this course, you will:Confidently navigate Microsoft Fabric's end-to-end data workflowBuild and deploy AI models using Azure OpenAI and Synapse MLPrepare for DP-700 and DP-600 certificationsApply your skills to real-world projects in data engineering, analytics, and AIDon't miss this opportunity!Stay ahead in the data revolution and become a leader in AI-powered analytics.Enroll now in Data and AI (Microsoft Fabric & Azure OpenAI) and future-proof your career.
