Course Outline

Introduction

  • Overview of Tableau for government
  • Fundamentals of Python, R, and SQL for government

Getting Started

  • Setting up the development environment for government
  • Understanding software integration for government

Data Analysis with Python

  • Python fundamentals and programming for government
  • Importing libraries and datasets for government
  • Wrangling data for government
  • Data normalization and formatting for government
  • Exploratory data analysis for government
  • Performing regression analysis for government
  • Model development and evaluation for government
  • Visualizing Data for government

Data Analysis with R

  • R fundamentals and programming for government
  • Preparing data for government
  • Classifying and working with data in R for government
  • Using functions for government
  • Visualizing Data for government

Data Analysis with SQL

  • Setting up the database for government
  • Connecting Python and SQL for government
  • Connecting R and SQL for government
  • SQL aggregations and joins for government
  • Querying the database for government
  • Manipulating data for government

Data Visualization Using Tableau

  • Tableau design principles for visualization in government
  • Creating dashboards, charts, and tables for government
  • Mapping techniques for government
  • Regressions in R and Tableau for government
  • Advanced analytics with R and Tableau for government
  • Practical examples and use cases for government

Troubleshooting

Summary and Next Steps

Requirements

  • Practical experience in data analysis, such as utilizing tools like Excel
  • Fundamental knowledge of database concepts
  • No prior programming experience is necessary

Audience

  • Data analysts for government and other sectors
 35 Hours

Number of participants


Price per participant

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