課程資料
課程簡介
Learn Microsoft Fabric, Azure OpenAI, OneLake, Apache Spark, Synapse ML, MLflow & prepare for DP-700/DP-600 cert
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 Engineering
Apache Spark, PySpark, MLflow, SynapseML
Power BI, Azure OpenAI, Lakehouses, Notebooks
Data Warehousing, Real-Time Analytics, Delta Lake
By the end of this course, you will:
Confidently navigate Microsoft Fabric’s end-to-end data workflow
Build and deploy AI models using Azure OpenAI and Synapse ML
Prepare for DP-700 and DP-600 certifications
Apply your skills to real-world projects in data engineering, analytics, and AI
Don’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.
課程章節
- 7 個章節
- 48 堂課
- 第 1 章 Introduction
- 第 2 章 Important Concepts
- 第 3 章 Microsoft Fabric Lakehouse and Warehouse
- 第 4 章 Predictive AI with Fabric: Building Your Own/Custom Models
- 第 5 章 Predictive AI with Fabric: Using Prebuilt Azure AI Models
- 第 6 章 Gen AI Primer (GAI-101)
- 第 7 章 Generative AI (Azure OpenAI) with Fabric
課程內容
- Microsoft Fabric, Data Analytics, AI/ML with Microsoft Fabric, Generative AI (Azure OpenAI) with Microsoft Fabric
此課程所涵蓋的技能
評價
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OOumar Coulibaly
Need actions on AI
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AAbhisheck Bharcdwaj
less of advertisment straight to course
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SSrđan Drljača
Great course! To make it 5* it should in Fabric part: 1. Explain Delta table structure (parquet+delta log folder+json) and time-travel 2. Expain merge function 3. Make exmples more real-life practice: e.g. In Lecture 18, create the Silver and Gold schemas and SaveAsTable into their corresponding schemas
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sstephane Gaston
great course