Course Outline

Basic Excel for Government

  • Navigation through worksheets and workbooks
  • Manipulating data for accurate reporting and analysis
  • Working with formulas and cell references for efficient calculations
  • Creating charts to visualize data trends and insights

Advanced Excel for Government

  • Utilizing logical functions for complex decision-making processes
  • Conducting scenario analysis to support strategic planning
  • Using Solver to optimize resource allocation and budgeting
  • Automating tasks with macros to enhance productivity
  • Introduction to VBA for customizing Excel applications

VBA for Government

  • Understanding data types and their applications in government datasets
  • Writing functions to automate repetitive tasks and improve efficiency
  • Controlling program flow using conditional statements and loops
  • Employing debugging techniques to ensure code reliability and accuracy

Data Analytics with Python for Government

  • Introduction to Python programming for government applications
  • Managing variables and data types in Python
  • Data manipulation using the Pandas library for comprehensive analysis
  • Writing functions to streamline data processing tasks
  • Creating visualizations with Matplotlib and Seaborn for clear data presentation
  • Advanced data wrangling techniques with Pandas for enhanced insights

Introduction to Machine Learning with Python for Government

  • Implementing linear regression models using scikit-learn for predictive analytics
  • Applying classification and regression trees to categorize government data
  • Utilizing Support Vector Machines and Random Forests for robust classification tasks
  • Employing clustering techniques with scikit-learn to identify patterns in large datasets

Requirements

There are no specific prerequisites required for attendance in this course for government participants.
 42 Hours

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Price per participant

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