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In this module, you learn about the Environmental, Social, and Governance (ESG) metrics that help you augment the standardized data that’s ingested and transformed into ESG data model. This data is stored in the processed lakehouse (also known as the silver lakehouse in the medallion architecture). The ESG metrics capability helps organizations compute the quantitative KPIs that are required for common disclosure standards.

Learning objectives

This module explains how to:

• Deploy and explore the ESG metrics capability.
• Update compute metrics.
• Create custom metrics.
• Use aggregated datasets for audit disclosures.

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The Environmental data and insights capability helps you ingest, transform, and analyze data in the Environmental, Social, and Governance (ESG) data model.

This module describes how to deploy the Environmental data and insights capability into your Fabric workspace and how to use it to gain insights.

Learning objectives

This module explains how to:

• Deploy the Environmental data and insights capability.
• Ingest and transform your data in Sustainability Manager.

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This module focuses on performing the emission calculations and reviewing the emission calculations output. You create a new custom factor library, new calculation models, and new calculation profiles.

Learning objectives

In this module, you’ll:

• Review the Dynamic calculation capabilities of Microsoft Sustainability Manager by using factor libraries, emission factors, and more.
• Review the existing EPA 2022-eGRID factor library and emission factors.
• Create a new custom factor library for estimating miles to kilowatt-hours.
• Create new calculation models and new calculation profiles for calculation jobs.

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Microsoft Sustainability Manager delivers up-to-date insights through simple dashboards, enabling you to visualize your environmental impact so that you always know which areas require more attention and if you’re on track to achieve your goals. Sustainability Manager, powered by Microsoft Power Platform, provides multiple options for accessing data. In this module, you learn how to access and use the data that’s available in Sustainability Manager by using Power Apps.

Learning objectives

In this module, you’ll:

• Access sustainability data through Microsoft Dataverse API.
• Build a Microsoft Azure Data Factory pipeline to copy sustainability data.
• Query sustainability data by using the Azure Synapse Link for Dataverse.

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This module focuses on how to analyze sustainability dashboards, generate emissions reports, and review Power BI dashboards.

Learning objectives

In this module, you:

• Analyze various sustainability dashboards.
• Generate an emissions report.
• Gain insights using intelligent insights dashboard.

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Sustainability data solutions in Microsoft Fabric help organizations streamline their data management processes to gain valuable insights and advance their progress toward achieving their sustainability goals.

Learning objectives

This module explains the following concepts:

• Key Environmental, Social, and Governance (ESG) challenges
• Sustainability data solutions in Microsoft Fabric capabilities and how it resolves the challenges
• Architecture and core components of sustainability data solutions

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The ESG data estate solution helps you ingest and harmonize your sustainability data. With this solution, the system merges ESG information from different sources into a common format that supports Environmental, Social, and Governance (ESG) data models. In this module, you deploy this solution and ingest the demo data to explore the capabilities. Additionally, you explore how to bring your own data into ESG data estate.

Learning objectives

This module explains how to:

• Explore the standard ESG data model and the different lakehouses in the solution.
• Deploy the sustainability data solutions in Microsoft Fabric.
• Deploy the ESG data estate solution.
• Ingest external data and transform the data.

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Learning objectives

This module explains how to:

• Set up your value chain partners.
• Set up surveys to gather the emissions and product carbon footprint (PCF) data from your value chain partners.
• Use the value chain partner data to calculate your scope 3 emissions.

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This module will focus on how to set carbon emission reduction goals based on your organization’s sustainability priorities and track them by using scorecards.

Learning objectives

In this module, you’ll:

• Create scorecards and goals to monitor progress toward carbon reduction targets.
• Learn about goal check-ins.
• Set up and use Microsoft Teams chat collaboration features.

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External ESG Reporting empowers organizations to collaboratively develop voluntary and regulatory disclosure reports in accordance with various standards and frameworks. The inclusion of approval and audit workflows ensures compliance and data accuracy. When you use these capabilities, External ESG Reporting simplifies the reporting process, improves efficiency, and enhances transparency in ESG reporting. In this module, you learn about the capabilities of External ESG Reporting with Microsoft Sustainability Manager. You also learn about the process of approving comprehensive reports.

Learning objectives

This module explains how to:

• Deploy External ESG Reporting.
• Create a custom standard and assessment.
• Respond to the requirements with concepts and facts.
• Collaborate with users on responses and validate your responses.

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