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YouTube

Business Intelligence Tutorial - Power BI, Tableau, Python, and Excel Dashboards for 2024

Great Learning via YouTube

Overview

Embark on a comprehensive 5-hour tutorial exploring the world of Business Intelligence (BI) and its power to transform raw data into actionable insights. Dive deep into popular BI tools including Tableau, Power BI, Excel, and Python, learning how to simplify data analysis and visualization. Explore key components such as data collection, storage, analysis, visualization, and reporting. Discover how BI enhances efficiency, reduces costs, predicts future trends, improves customer satisfaction, and provides a competitive edge. Gain hands-on experience through practical demonstrations and case studies, making this tutorial ideal for beginners. Cover a wide range of topics, from Excel dashboards and data cleaning to advanced visualization techniques using Python libraries like Matplotlib, Seaborn, and Plotly. Learn to create impactful reports and dashboards in Tableau and Power BI, and understand the importance of DAX in Power BI. By the end, acquire a comprehensive understanding of BI tools and techniques, preparing you to leverage data for informed decision-making in various business contexts.

Syllabus

- Introduction
- Definition of Business Intelligence
- Importance of Business Intelligence
- Excel Dashboards for Business Intelligence
- Introduction to Excel Dashboards
- Importance of Data Cleaning
- Why Data Cleaning Matters
- Data Cleaning Process
- Types of Functions in Excel
- Pivot Tables in Excel
- Building Excel Dashboards
- Introduction to Tableau
- Tableau Architecture
- Tableau Product Family
- Tableau Installation
- Tableau Data Types
- Tableau Dashboards
- Demo on using Tableau
- Introduction to PowerBI
- PowerBI Architecture
- Components of PowerBI
- Building Blocks of PowerBI
- PowerBI Reports
- PowerBI Dashboards
- Demo on using PowerBI
- PowerBI DAX
- Visual Analytics
- Data Visualization using Python
- Data Visualization Tools
- Python Matplotlib
- Horizontal Bar Plot
- Scatter Plot
- Histogram
- Box Plot
- Violin Plot
- Pie Chart
- DoughNut Chart
- SeaBorn Line, Bar and Scatter Plot
- SeaBorn Histogram
- Plotly Library
- Plotly with Cufflinks
- Demo on Plotly Library
- Overall Conclusion

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