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   Data Analysis with SQL, Python, and Tableau培訓

Introduction

The fundamentals of Python and SQL
Overview of Tableau features and architecture
Getting Started

Setting up the development environment
Understanding software integration
Data Pre-processing in Python

Importing libraries and datasets
Handling missing data values
Data normalization and formatting
Performing regression analysis
Data Analysis with SQL

Setting up the database
Connecting Python and SQL
Querying the database
Manipulating data (filtering, sorting, and grouping)
Data Visualization using Tableau

Design principles for visualization in Tableau
Creating dashboards, charts, tables, and mapping
Practical examples and use cases
Troubleshooting

Summary and Next Steps