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Duration 14 hours
Course Outline
Introduction to Claude for Data Workflows
- Gaining insight into Claude’s analytical capabilities
- Establishing prompting foundations for structured data tasks
- Addressing business queries through analytical prompts
Exploratory Data Analysis with Claude
- Cleaning and preparing datasets via natural language
- Summarizing patterns, trends, and distributions
- Detecting insights and potential anomalies
Using Claude for SQL Generation
- Formulating queries through conversational instructions
- Clarifying query logic and optimization strategies
- Converting business questions into SQL syntax
Dashboard Planning and BI Requirements Design
- Sketching dashboards and visual layouts with Claude
- Defining KPIs and data models using AI-assisted reasoning
- Drafting specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Analyzing charts, metrics, and dashboards
- Extracting insights from visual data
- Crafting business-ready narratives and summaries
Automation and BI Workflow Acceleration
- Implementing template-based prompting for recurring reporting tasks
- Generating documentation for BI processes
- Utilizing Claude as a co-pilot for analytical decision-making
Integrating Claude with BI and Data Tools
- Collaborating with spreadsheets and BI platforms using Claude
- Structuring data inputs to maximize AI output quality
- Addressing privacy, security, and compliance considerations
Advanced Reasoning for Business Decisions
- Scenario modeling and impact assessment
- Evaluating options through structured decision frameworks
- Integrating human judgment with AI-supported reasoning
Summary and Next Steps
Requirements
- Foundational understanding of core data concepts
- Practical experience with spreadsheets or BI tools
- Proficiency 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.