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Duration 14 hours
Course Outline
Introduction to Claude for Data Workflows
- Comprehending Claude’s analytical capabilities
- Foundations of prompting for structured data tasks
- Addressing business questions through analytical prompts
Exploratory Data Analysis with Claude
- Cleaning and preparing datasets using natural language
- Summarizing patterns, trends, and data distributions
- Identifying key insights and potential anomalies
Using Claude for SQL Generation
- Constructing queries via conversational instructions
- Understanding query logic and optimization strategies
- Converting business queries into SQL statements
Dashboard Planning and BI Requirements Design
- Drafting dashboard concepts 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 dashboard components
- Deriving insights from visualized data
- Generating business-ready narratives and executive summaries
Automation and BI Workflow Acceleration
- Implementing template-based prompts for recurring reporting tasks
- Automating document generation for BI processes
- Utilizing Claude as a co-pilot for analytical decision-making
Integrating Claude with BI and Data Tools
- Collaborating with Claude alongside 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
- Synthesizing human judgment with AI-supported reasoning
Summary and Next Steps
Requirements
- Fundamental understanding of data concepts
- Practical experience with spreadsheets or BI tools
- Basic familiarity with 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.
