📊 Data & Tech Skills

Microsoft Certified: Fabric Analytics Engineer Associate

This comprehensive course prepares learners for the Microsoft Certified: Fabric Analytics Engineer Associate certificati...

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Sections

1. Introduction to Microsoft Fabric
14 views

An overview of Microsoft Fabric, its components, and its significance in data analytics.

10 topics (12 versions)

1.1What is Microsoft Fabric?

1.2Key Features and Benefits

1.3Understanding Fabric Architecture

1.4Components of Microsoft Fabric

1.5Use Cases for Microsoft Fabric

1.6Getting Started with Microsoft Fabric

1.7Setting Up Your Environment

1.8Navigating the Microsoft Fabric Portal

1.9Fabric Security Overview

1.10Future of Microsoft Fabric

2. Data Integration in Microsoft Fabric
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Learn how to integrate various data sources into Microsoft Fabric for analytics.

10 topics (10 versions)

2.1Understanding Data Sources

2.2Connecting to Data Sources

2.3Data Ingestion Techniques

2.4Using Dataflows for Integration

2.5Transforming Data During Ingestion

2.6Scheduling Data Refresh

2.7Handling Data Quality Issues

2.8Best Practices for Data Integration

2.9Monitoring and Troubleshooting Integrations

2.10Case Studies of Data Integration

3. Data Warehousing Concepts
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Explore the principles of data warehousing and how they apply within Microsoft Fabric.

10 topics (10 versions)

3.1Understanding Data Warehousing

3.2Star Schema vs Snowflake Schema

3.3Data Modeling Techniques

3.4Building a Data Warehouse in Fabric

3.5Loading Data into the Warehouse

3.6Managing Warehouse Performance

3.7Data Partitioning Strategies

3.8Best Practices for Data Warehousing

3.9Data Governance in Warehousing

3.10Case Studies in Data Warehousing

4. Data Transformation and Preparation
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Learn how to prepare and transform data for analysis using Microsoft Fabric.

10 topics (10 versions)

4.1Introduction to Data Transformation

4.2Using Power Query for Transformation

4.3M Language Basics

4.4Data Cleansing Techniques

4.5Data Enrichment Methods

4.6Creating Custom Transformations

4.7Optimizing Transformations for Performance

4.8Best Practices for Data Preparation

4.9Automation of Data Preparation

4.10Real-world Transformation Scenarios

5. Data Analysis Techniques
11 views

Explore various data analysis techniques within Microsoft Fabric to extract insights.

10 topics (10 versions)

5.1Understanding Data Analysis

5.2Descriptive vs Inferential Statistics

5.3Data Visualization Techniques

5.4Using DAX for Data Analysis

5.5Exploratory Data Analysis (EDA)

5.6Predictive Analytics Overview

5.7Using Machine Learning in Fabric

5.8Analyzing Time Series Data

5.9Case Studies in Data Analysis

5.10Best Practices for Data Analysis

6. Visualizing Data in Microsoft Fabric
4 views

Learn how to create compelling visualizations using Microsoft Fabric tools.

10 topics (10 versions)

6.1Introduction to Data Visualization

6.2Types of Data Visualizations

6.3Using Power BI for Visualization

6.4Designing Effective Dashboards

6.5Interactivity in Visualizations

6.6Custom Visuals in Power BI

6.7Embedding Visualizations in Applications

6.8Best Practices for Visualization Design

6.9Performance Optimization for Visuals

6.10Real-world Visualization Examples

7. Implementing Analytics Solutions
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Learn how to design and implement analytics solutions using Microsoft Fabric.

10 topics (10 versions)

7.1Understanding Analytics Solutions

7.2Defining Business Requirements

7.3Choosing the Right Tools

7.4Building End-to-End Solutions

7.5Testing and Validation of Solutions

7.6Deployment Strategies

7.7Managing User Access and Permissions

7.8Monitoring Solution Performance

7.9Iterating and Improving Solutions

7.10Case Studies of Analytics Solutions

8. Data Governance and Security
2 views

Explore the principles of data governance and security within Microsoft Fabric.

10 topics (10 versions)

8.1Understanding Data Governance

8.2Data Privacy Regulations

8.3Implementing Security Best Practices

8.4Managing Data Access Controls

8.5Data Auditing and Compliance

8.6Data Lifecycle Management

8.7Risk Management in Analytics

8.8Creating a Data Governance Framework

8.9Tools for Data Governance

8.10Case Studies in Data Governance

9. Performance Tuning and Optimization
7 views

Learn how to optimize the performance of analytics solutions in Microsoft Fabric.

10 topics (10 versions)

9.1Understanding Performance Metrics

9.2Identifying Bottlenecks in Solutions

9.3Optimizing Data Models

9.4Performance Tuning DAX Queries

9.5Data Caching Techniques

9.6Using Aggregations for Performance

9.7Monitoring Performance in Fabric

9.8Best Practices for Optimization

9.9Real-world Performance Tuning Examples

9.10Tools for Performance Analysis

10. Collaboration and Sharing Insights
1 views

Learn how to collaborate and share insights from analytics solutions effectively.

10 topics (10 versions)

10.1Understanding Collaboration in Analytics

10.2Sharing Dashboards and Reports

10.3Using Workspaces in Fabric

10.4Collaboration Tools and Features

10.5Integrating with Microsoft Teams

10.6Managing User Feedback

10.7Best Practices for Collaborative Analytics

10.8Publishing Insights to Stakeholders

10.9Creating a Culture of Data-driven Decision Making

10.10Case Studies in Collaborative Analytics

11. Real-world Scenarios and Case Studies
1 views

Explore real-world applications of Microsoft Fabric through case studies.

10 topics (10 versions)

11.1Case Study: Retail Analytics

11.2Case Study: Financial Services Analytics

11.3Case Study: Healthcare Analytics

11.4Case Study: Manufacturing Analytics

11.5Case Study: Marketing Analytics

11.6Lessons Learned from Case Studies

11.7Analyzing Success Factors

11.8Challenges Faced in Real-world Scenarios

11.9Future Trends in Analytics

11.10Implementing Lessons Learned

12. Preparing for the Certification Exam
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Prepare for the Microsoft Certified: Fabric Analytics Engineer Associate exam with targeted strategies and resources.

10 topics (10 versions)

12.1Understanding the Exam Structure

12.2Key Topics to Focus On

12.3Study Materials and Resources

12.4Creating a Study Plan

12.5Practice Exams and Sample Questions

12.6Time Management Strategies for the Exam

12.7Tips for Reducing Exam Anxiety

12.8Joining Study Groups

12.9Exam Registration Process

12.10Post-Exam Steps and Certification Maintenance

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Microsoft Certified: Fabric Analytics Engineer Associate

Sections

1. Introduction to Microsoft Fabric14 views

2. Data Integration in Microsoft Fabric7 views

3. Data Warehousing Concepts12 views

4. Data Transformation and Preparation4 views

5. Data Analysis Techniques11 views

6. Visualizing Data in Microsoft Fabric4 views

7. Implementing Analytics Solutions2 views

8. Data Governance and Security2 views

9. Performance Tuning and Optimization7 views

10. Collaboration and Sharing Insights1 views

11. Real-world Scenarios and Case Studies1 views

12. Preparing for the Certification Exam8 views

Sign in to track your progress

1. Introduction to Microsoft Fabric
14 views

2. Data Integration in Microsoft Fabric
7 views

3. Data Warehousing Concepts
12 views

4. Data Transformation and Preparation
4 views

5. Data Analysis Techniques
11 views

6. Visualizing Data in Microsoft Fabric
4 views

7. Implementing Analytics Solutions
2 views

8. Data Governance and Security
2 views

9. Performance Tuning and Optimization
7 views

10. Collaboration and Sharing Insights
1 views

11. Real-world Scenarios and Case Studies
1 views

12. Preparing for the Certification Exam
8 views