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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Understanding Claude’s analytical capabilities.
- Foundations of prompting for structured data tasks.
- Engaging with business questions through analytical prompts.
Exploratory Data Analysis Using Claude
- Cleaning and preparing datasets via natural language instructions.
- Summarizing patterns, trends, and data distributions.
- Identifying key insights and potential anomalies.
Leveraging Claude for SQL Generation
- Writing queries through conversational guidance.
- Explaining query logic and optimization strategies.
- Converting business questions into SQL statements.
Dashboard Planning and BI Requirement Design
- Sketching dashboards and visual layouts with Claude’s assistance.
- Defining KPIs and data models using AI-supported reasoning.
- Drafting specifications for BI and reporting teams.
Interpreting BI Outputs with Claude
- Analyzing charts, metrics, and dashboard elements.
- Deriving insights from visual data representations.
- Crafting business-ready narratives and summaries.
Accelerating Automation and BI Workflows
- Employing template-based prompting for routine reporting.
- Generating documentation for BI processes.
- Using 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
- Conducting scenario modeling and impact assessments.
- Evaluating options through structured decision frameworks.
- Blending human judgment with AI-supported reasoning.
Conclusion and Next Steps
Requirements
- Foundational knowledge of basic data concepts.
- Practical experience with spreadsheets or BI tools.
- Ability to interpret 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.
