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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Exploring Claude's analytical capabilities
- Foundations of prompting for structured data tasks
- Formulating analytical prompts from business questions
Exploratory Data Analysis with Claude
- Dataset cleaning and preparation using natural language
- Summarizing key patterns, trends, and distributions
- Identifying insights and detecting potential anomalies
SQL Generation with Claude
- Crafting queries through conversational instructions
- Understanding query logic and optimization techniques
- Translating business queries into SQL code
Dashboard Planning and BI Requirements Design
- Designing dashboard 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
- Deriving insights from visual data representations
- Drafting business-ready narratives and summaries
Automation and BI Workflow Acceleration
- Using template-based prompts for recurring reports
- Generating documentation for BI processes
- Leveraging Claude as a co-pilot for analytical decisions
Integrating Claude with BI and Data Tools
- Combining Claude with spreadsheets and BI platforms
- Optimizing data inputs for high-quality AI outputs
- Addressing privacy, security, and compliance requirements
Advanced Reasoning for Business Decisions
- Conducting scenario modeling and impact assessments
- Evaluating options using structured decision frameworks
- Blending human judgment with AI-supported reasoning
Summary and Next Steps
Requirements
- A foundational grasp of core data concepts
- Practical experience with spreadsheets or BI platforms
- Competence in 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.
