Visualization for Data Analysis with Power BI

Microsoft via Coursera

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Overview

This course provides in-depth knowledge of analytical techniques and effective data visualization using Power BI. By the end of this course, you will be able to: - Explain different analysis methods (correlation, time series, cluster, etc. ) and their appropriate use. - Analyze data through visualizations in Power BI using different analysis methodologies - Leverage AI to explore data and gain insights. Here is a breakdown of what you'll cover: You will begin with statistical analysis fundamentals, master correlation, and...

Syllabus

Statistical analysis fundamentals

This module introduces the foundational concepts of statistical analysis in Power BI. You will explore the importance of understanding business problems and how to conduct correlation and exploratory data analyses. The module covers key techniques like grouping, binning data, and using Power BI visualizations to derive insights. By the end, you will have a solid grasp of basic statistical methods and their applications in business contexts.

Advanced statistical analysis

In this module, you will explore advanced statistical techniques, including cluster, cohort, and geospatial analyses. The focus is on applying these methods in Power BI to uncover patterns, trends, and outliers within data. You will also explore the creation and optimization of complex visualizations, such as scatter charts and maps, enhancing your ability to conduct detailed and insightful analyses for informed decision-making.

Business intelligence through statistical analysis

This module focuses on leveraging statistical analysis for business intelligence, with an emphasis on time intelligence functions, time series analysis, and AI-driven insights. You will explore how to use DAX for summarization and comparison over time, as well as how to apply key influencers and decomposition trees to identify root causes in business scenarios. The module equips you with advanced tools to analyze and forecast business data effectively.

Final project and assessment: Visualization for Data Analysis with Power BI

The final course project synthesizes the skills and knowledge acquired throughout the course. You will apply your expertise to a real-world business scenario, using Power BI to conduct an opportunity analysis. This hands-on project challenges you to demonstrate your ability to integrate various analytical techniques and create impactful data visualizations that drive business insights and decision-making. The module also includes reflection on the course content and guidance on next steps for further learning.