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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Assessing Claude’s analytical capabilities
- Foundations of prompting for structured data tasks
- Addressing business questions and analytical prompts
Exploratory Data Analysis using Claude
- Data cleaning and preparation via natural language
- Summarizing patterns, trends, and distributions
- Detecting insights and potential anomalies
Leveraging Claude for SQL Generation
- Creating queries through conversational instructions
- Understanding query logic and optimization techniques
- Translating business queries into SQL
Dashboard Planning and BI Requirements Design
- Structuring 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 dashboards
- Deriving insights from visual data
- Crafting business-ready narratives and summaries
Automation and BI Workflow Efficiency
- 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
- Using Claude in conjunction with spreadsheets and BI platforms
- Structuring data inputs to maximize AI output quality
- Addressing privacy, security, and compliance considerations
Advanced Reasoning for Business Decisions
- Scenario modeling and impact analysis
- Assessing options using structured decision frameworks
- Synthesizing human judgment with AI-supported reasoning
Conclusion and Future Steps
Requirements
- A foundational grasp of core data concepts
- Practical experience with spreadsheets or BI platforms
- 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.