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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Assessing Claude’s capabilities for analytics
- Foundations of prompting for structured data tasks
- Engaging with business queries and analytical prompts
Exploratory Data Analysis with Claude
- Dataset cleaning and preparation via natural language
- Summarizing patterns, trends, and distributions
- Identifying key insights and potential anomalies
Leveraging Claude for SQL Generation
- Constructing queries through conversational commands
- Understanding query logic and optimization strategies
- Converting business questions into SQL code
Dashboard Planning and BI Requirements Design
- Sketching dashboards and visual layouts with Claude
- Defining KPIs and data models through AI-assisted reasoning
- Drafting specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Analyzing charts, metrics, and dashboard components
- Deriving insights from visual data representations
- Crafting business-ready narratives and summaries
Automation and BI Workflow Acceleration
- Implementing template-based prompts for routine reporting
- 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
- Optimizing data inputs for high-quality AI output
- 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
- Foundational knowledge of core data concepts
- Proficiency with spreadsheets or BI platforms
- Ability to interpret charts and analytical 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.