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Course Outline
Introduction to Claude for Data Workflows for Government
- Understanding Claude’s capabilities for analytics in a government context
- Foundations of prompting for structured data tasks in public sector operations
- Working with business questions and analytical prompts to enhance governance
Exploratory Data Analysis with Claude for Government
- Cleaning and preparing datasets through natural language for improved data integrity
- Summarizing patterns, trends, and distributions to inform policy decisions
- Identifying insights and potential anomalies to enhance accountability
Using Claude for SQL Generation for Government
- Writing queries through conversational instructions to streamline data access
- Explaining query logic and optimization approaches to ensure efficient data retrieval
- Translating business questions into SQL to support evidence-based decision-making
Dashboard Planning and BI Requirements Design for Government
- Outlining dashboards and visual layouts with Claude to enhance transparency
- Defining KPIs and data models using AI-assisted reasoning to measure performance
- Generating specifications for BI and reporting teams to ensure alignment with public sector goals
Interpreting BI Outputs with Claude for Government
- Describing charts, metrics, and dashboards to communicate findings effectively
- Extracting insights from visual data to support informed decision-making
- Producing business-ready narratives and summaries to facilitate stakeholder engagement
Automation and BI Workflow Acceleration for Government
- Template-based prompting for recurring reporting tasks to enhance efficiency
- Document generation for BI processes to ensure consistency and accuracy
- Using Claude as a co-pilot for analytical decision-making to support strategic initiatives
Integrating Claude with BI and Data Tools for Government
- Utilizing Claude alongside spreadsheets and BI platforms to enhance data management
- Structuring data inputs for optimal AI output quality to ensure reliable insights
- Managing privacy, security, and compliance considerations to protect sensitive information
Advanced Reasoning for Business Decisions for Government
- Scenario modeling and impact assessments to inform strategic planning
- Evaluating options with structured decision frameworks to ensure transparent processes
- Combining human judgment with AI-supported reasoning to achieve balanced outcomes
Summary and Next Steps for Government
Requirements
- A foundational understanding of data concepts
- Experience with spreadsheets or business intelligence (BI) tools
- Ability to interpret charts and reports
Audience for Government
- Business analysts
- Data analysts
- BI specialists
14 Hours