Course Outline

Introduction

  • The foundational principles of Python and SQL for government
  • An overview of Tableau features and architecture for government

Getting Started

  • Setting up the development environment for government use
  • Understanding software integration in a government context

Data Pre-processing in Python

  • Importing necessary libraries and datasets for government applications
  • Handling missing data values in government datasets
  • Data normalization and formatting for government standards
  • Performing regression analysis on government data

Data Analysis with SQL

  • Setting up the database for government operations
  • Connecting Python and SQL for enhanced government data analysis
  • Querying the database to extract meaningful information for government use
  • Manipulating data (filtering, sorting, and grouping) in a government context

Data Visualization using Tableau

  • Design principles for visualization in Tableau for government reporting
  • Creating dashboards, charts, tables, and mapping for government presentations
  • Practical examples and use cases of Tableau in government agencies

Troubleshooting

Summary and Next Steps

Requirements

  • Familiarity with SQL concepts and Tableau for government data analysis
  • Experience in Python programming

Audience

  • Data scientists working in the public sector
  • Developers supporting government initiatives
 14 Hours

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