Packt

Transforming & Analyzing Data: Lakehouse to Insights

Packt

Transforming & Analyzing Data: Lakehouse to Insights

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

7 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

7 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply advanced data transformation techniques between data lakes and warehouses.

  • Process and analyze real-time data streams for immediate business insights.

  • Design and optimize semantic models for better business reporting and analysis.

Details to know

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Recently updated!

May 2026

Assessments

5 assignments

Taught in English

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This course is part of the The Definitive Guide to Microsoft Fabric Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 5 modules in this course

This module guides learners through advanced techniques for transforming raw data into actionable insights using Microsoft Fabric. You will explore the stages of data transformation, evaluate and implement various tools and methods such as T-SQL and dataflows, and orchestrate complex workflows with solutions like Apache Airflow. By the end, you'll be equipped to select, execute, and manage sophisticated data transformation processes in modern analytics environments.

What's included

1 video13 readings1 assignment

This module explores the distinctions and overlaps between data warehouses, data lakehouses, and related technologies within the Microsoft Fabric platform. Learners will gain insights into storage architectures, concurrency management, and criteria for selecting the right solution for various business needs. The module also covers emerging trends such as mirror databases and the integration of OLTP capabilities.

What's included

1 video9 readings1 assignment

This module explores the end-to-end process of ingesting, processing, and analyzing real-time data streams using modern tools and platforms such as Microsoft Fabric. Learners will discover how to leverage eventstream pipelines, Change Data Capture, KQL queries, and AI-powered assistants to gain actionable insights and automate responses. The module also covers monitoring, alerting, and interpreting real-time analytics for data-driven decision making.

What's included

1 video11 readings1 assignment

This module guides learners through the process of structuring, contextualizing, and optimizing data using semantic models in Power BI. You will explore key concepts such as DAX, composite models, hierarchies, translations, and performance enhancements to enable effective data analysis and reporting. By the end, you'll be equipped to design robust semantic models that support advanced analytics and multilingual reporting.

What's included

1 video15 readings1 assignment

This module guides learners through transforming raw data into actionable insights using Microsoft Fabric's analytical and reporting tools. Participants will explore interactive reporting, AI-powered data exploration, dashboard creation, and best practices for effective business analysis. The module also covers advanced features like translytical task flows and paginated reports for comprehensive data-driven decision-making.

What's included

1 video9 readings1 assignment

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