Duration: One Day
Overview
Explore how to implement data analytics solutions on a single platform with Microsoft Fabric. Integrate, transform, and store data to train AI models and create insightful reports.
Recommended Prerequisites
- Introduction to Data Modeling
- SQL for Data Analysis
- MS-PL-300 Design and Manage Analytics Solutions using Power BI
- Using Data Science Tools in Python
Learning Objectives
- Introduction to end-to-end analytics using Microsoft Fabric - Discover how Microsoft Fabric can meet your enterprise's analytics needs in one platform. Learn about Microsoft Fabric, how it works, and identify how you can use it for your analytics needs.
- Get started with lakehouses in Microsoft Fabric - Lakehouses merge data lake storage flexibility with data warehouse analytics. Microsoft Fabric offers a lakehouse solution for comprehensive analytics on a single SaaS platform.
- Use Apache Spark in Microsoft Fabric - Apache Spark is a core technology for large-scale data analytics. Microsoft Fabric provides support for Spark clusters, enabling you to analyze and process data in a Lakehouse at scale.
- Work with Delta Lake tables in Microsoft Fabric - Tables in a Microsoft Fabric lakehouse are based on the Delta Lake storage format commonly used in Apache Spark. By using the enhanced capabilities of delta tables, you can create advanced analytics solutions.
- Orchestrate processes and data movement with Microsoft Fabric - Microsoft Fabric includes Data Factory capabilities, including the ability to create pipelines that orchestrate data ingestion and transformation tasks.
- Ingest Data with Dataflows Gen2 in Microsoft Fabric - Data ingestion is crucial in analytics. Microsoft Fabric's Data Factory offers Dataflows for visually creating multi-step data ingestion and transformation using Power Query Online.
- Get started with data warehouses in Microsoft Fabric - Data warehouses are analytical stores built on a relational schema to support SQL queries. Microsoft Fabric enables you to create a relational data warehouse in your workspace and integrate it easily with other elements of your end-to-end analytics solution.
- Get started with Real-Time Intelligence in Microsoft Fabric - Real-Time Intelligence in Microsoft Fabric helps you ingest, process, store, visualize, and act on data in motion to get insights from events as they happen.
- Get started with data science in Microsoft Fabric - In Microsoft Fabric, data scientists can manage data, notebooks, experiments, and models while easily accessing data from across the organization and collaborating with their fellow data professionals.
- Administer a Microsoft Fabric environment - Microsoft Fabric is a SaaS solution for end-to-end data analytics. As an administrator, you can configure features and manage access to suit your organization's needs.
