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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
Testimonials (3)
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
Ian - Archeoworks Inc.
Course - ArcGIS Fundamentals
All the topics which he covered including examples. And also explained how they are helpful in our daily job.
madduri madduri - Boskalis Singapore Pte Ltd
Course - QGIS for Geographic Information System
The thing I liked the most about the training was the organization and the location