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Coursera

Data Analysis and Dashboard Design with Tableau

Edureka via Coursera

Overview

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This course takes your Tableau skills to the next level by introducing advanced analytical techniques that enable deeper insights, smarter decision-making, and scalable dashboard design. You’ll begin by strengthening your foundation in calculations, learning how to create dynamic calculated fields, apply conditional logic, and define consistent business rules across analyses. This allows you to move beyond basic reporting and build logic-driven insights directly within Tableau. From there, the course explores time-based analytics, helping you analyze trends, compare performance across periods, and uncover patterns using techniques such as year-over-year analysis, running totals, and moving averages. These capabilities are essential for understanding how business performance evolves over time. The course then advances into Level of Detail (LOD) expressions and analytical visualization techniques. You’ll learn how to control data granularity, resolve aggregation challenges, and design sophisticated visualizations that reveal relationships, distributions, and outliers within complex datasets. Finally, you’ll focus on integrating advanced analytics into production-ready dashboards. This includes extending Tableau’s capabilities using tools like Python and TabPy, as well as designing high-performance dashboards that are scalable, interactive, and optimized for real-world deployment. By the end of this course, you will be able to: • Develop advanced calculated fields using functions, aggregations, and data types to support analytical workflows. • Apply conditional logic to model business rules and decision-making scenarios. • Analyze time-based data using comparative metrics, table calculations, and trend analysis. • Use LOD expressions to control granularity and improve analytical accuracy. • Build scalable, high-performance dashboards optimized for enterprise use. • Extend Tableau analytics using external tools such as Python and TabPy. Designed for learners who already understand the basics of Tableau, this course is ideal for data analysts, BI professionals, and business users looking to enhance their analytical capabilities and build more powerful, insight-driven solutions. To be successful in this course, you should have prior experience with Tableau fundamentals, including data connections, basic visualizations, and simple calculations. Elevate your Tableau expertise and unlock the ability to turn complex data into meaningful, business-ready insights.

Syllabus

  • The Analytics Builder’s Toolkit: Calculations, Logic, and Time Series
    • Unlock advanced analytical capabilities in Tableau by working with calculated fields, conditional logic, and time intelligence techniques. This module enables you to define business rules, handle complex data scenarios, and derive deeper insights through dynamic calculations and time-based analysis.
  • Enhanced Dashboards: LODs, Visual Analytics, and Geospatial Intelligence
    • Decode complex data using advanced Tableau analytics, combining granular control, statistical visualization, and geospatial insights. This module empowers you to build sophisticated analytical views that reveal patterns, trends, and relationships at scale.
  • Integrated Analytics: From Tools to Dashboard Delivery
    • Elevate your Tableau expertise by combining native analytics, external integrations, and production-ready dashboard engineering. This module focuses on designing advanced analytical solutions, extending Tableau with Python for complex use cases, and building scalable, high-performance dashboards optimized for real-world deployment.
  • Course Wrap-Up and Assessment
    • This module concludes the course by consolidating advanced Tableau capabilities and reinforcing end-to-end analytical workflows. It enables you to integrate calculations, logic, LODs, visual analytics, and dashboard engineering into scalable, production-ready solutions for real-world data analysis.

Taught by

Edureka

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