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Duration 14 hours
Course Outline
Introduction to Claude for Data Workflows
- Comprehending Claude’s capabilities for analytics
- Foundations of prompting for structured data tasks
- Addressing business questions through analytical prompts
Exploratory Data Analysis with Claude
- Cleaning and preparing datasets using natural language
- Summarizing patterns, trends, and distributions
- Detecting insights and potential anomalies
Leveraging Claude for SQL Generation
- Composing queries through conversational instructions
- Clarifying query logic and optimization strategies
- Converting business questions into SQL
Dashboard Planning and BI Requirements Design
- Sketching dashboards and visual layouts with Claude
- Defining KPIs and data models via AI-assisted reasoning
- Creating specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Explaining charts, metrics, and dashboards
- Deriving insights from visual data
- Crafting business-ready narratives and summaries
Automation and BI Workflow Acceleration
- Template-based prompting for recurring reporting tasks
- Generating documentation for BI processes
- Employing 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 for optimal AI output quality
- Managing privacy, security, and compliance considerations
Advanced Reasoning for Business Decisions
- Scenario modeling and impact assessments
- Evaluating options using structured decision frameworks
- Synthesizing human judgment with AI-supported reasoning
Summary and Next Steps
Requirements
- Knowledge of fundamental data concepts
- Experience using spreadsheets or BI tools
- 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.