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Duration 14 hours
Course Outline
Introductory Overview: Claude in Data Workflows
- Exploring Claude’s analytical capabilities
- Foundations of prompting for structured data tasks
- Crafting effective business and analytical prompts
Conducting Exploratory Data Analysis with Claude
- Data cleaning and preparation via natural language
- Summarizing key patterns, trends, and data distributions
- Uncovering insights and detecting potential anomalies
Leveraging Claude for SQL Generation
- Creating queries through conversational guidance
- Clarifying query logic and optimization strategies
- Translating business requirements into SQL syntax
Dashboard Strategy and BI Requirements Definition
- Sketching dashboard concepts and visual structures with Claude
- Establishing KPIs and data models through AI-assisted reasoning
- Developing specifications for BI and reporting teams
Interpreting BI Outputs via Claude
- Describing charts, metrics, and dashboard elements
- Extracting meaningful insights from visual data
- Creating business-ready narratives and executive summaries
Accelerating BI Workflows through Automation
- Implementing template-based prompting for repetitive reporting
- Generating documentation for BI processes
- Utilizing Claude as a co-pilot for analytical decision-making
Integrating Claude with BI and Data Ecosystems
- Collaborating between Claude, spreadsheets, and BI platforms
- Optimizing data inputs for high-quality AI outputs
- Addressing privacy, security, and compliance requirements
Advanced Reasoning for Strategic Business Decisions
- Modeling scenarios and assessing potential impacts
- Evaluating options using structured decision frameworks
- Synthesizing human judgment with AI-supported reasoning
Concluding Remarks and Future Directions
Requirements
- Foundational understanding of 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.