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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Exploring Claude’s capabilities in analytics
- Foundations of prompting for structured data tasks
- Formulating business questions and analytical prompts
Exploratory Data Analysis Using Claude
- Preparing and cleaning datasets via natural language
- Summarizing patterns, trends, and data distributions
- Identifying key insights and potential anomalies
Leveraging Claude for SQL Generation
- Composing queries through conversational instructions
- Understanding query logic and optimization strategies
- Converting business questions into SQL statements
Dashboard Planning and BI Requirements Design
- Sketching dashboards and visual layouts with Claude
- Defining KPIs and data models via AI-assisted reasoning
- Creating specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Analyzing charts, metrics, and dashboards
- Extracting insights from visual data representations
- Developing business-ready narratives and summaries
Automation and Accelerating BI Workflows
- Using template-based prompts for recurring reporting tasks
- Generating documentation for BI processes
- Employing Claude as a co-pilot for analytical decisions
Integrating Claude with BI and Data Tools
- Working with Claude alongside spreadsheets and BI platforms
- Structuring data inputs for high-quality AI outputs
- Addressing privacy, security, and compliance issues
Advanced Reasoning for Business Decisions
- Conducting scenario modeling and impact assessments
- Evaluating options using structured decision frameworks
- Merging human judgment with AI-supported reasoning
Summary and Next Steps
Requirements
- Foundational knowledge of basic data concepts
- Experience with spreadsheet applications or BI tools
- Familiarity with reading and interpreting charts and reports
Target Audience
- Business analysts
- Data analysts
- BI specialists
Testimonials (2)
Learning how to prompt Claude and use it to digest all of the data I have available.
Mike Hartleroad - Furniture Row
Course - Claude AI for Data Analysis and Business Intelligence
How powerful, and versatile claude is, and the importance of crafting prompts and pushing the application to refine deliverables.