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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Assessing Claude’s capabilities in analytics
- Establishing prompting foundations for structured data tasks
- Formulating business questions and analytical prompts
Exploratory Data Analysis via Claude
- Cleaning and preparing datasets using natural language
- Condensing patterns, trends, and distributions
- Uncovering insights and detecting potential anomalies
Leveraging Claude for SQL Generation
- Crafting queries through conversational instructions
- Clarifying query logic and optimization strategies
- Converting business requirements into SQL
Dashboard Planning and BI Requirements Definition
- Sketching dashboards and visual layouts with Claude
- Defining KPIs and data models using AI-assisted logic
- Drafting specifications for BI and reporting teams
Interpreting BI Results with Claude
- Describing charts, metrics, and dashboard elements
- Extracting actionable insights from visual data
- Creating business-ready narratives and summaries
Automating and Accelerating BI Workflows
- Employing template-based prompts for recurring reporting tasks
- Generating documentation for BI processes
- Utilizing Claude as a co-pilot for analytical decisions
Integrating Claude with BI and Data Ecosystems
- Working with Claude alongside spreadsheets and BI platforms
- Structuring data inputs to maximize AI output quality
- Addressing privacy, security, and compliance factors
Advanced Reasoning for Business Strategy
- Modeling scenarios and assessing impact
- Evaluating options through structured decision frameworks
- Synthesizing human judgment with AI-supported reasoning
Conclusion and Future Directions
Requirements
- Fundamental knowledge of basic data concepts
- Practical experience with spreadsheets or BI platforms
- Ability to interpret charts and business 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.
