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Course Outline
Introduction to Claude for Data Workflows
- Exploring Claude’s capabilities for analytics
- Foundations of prompting for structured data tasks
- Formulating business questions and analytical prompts
Exploratory Data Analysis with Claude
- Cleaning and preparing datasets through natural language
- Summarizing patterns, trends, and distributions
- Identifying insights and potential anomalies
Utilizing Claude for SQL Generation
- Writing queries via conversational instructions
- Explaining query logic and optimization strategies
- Translating business questions into SQL
Dashboard Planning and BI Requirements Design
- Outlining dashboards and visual layouts with Claude
- Defining KPIs and data models using AI-assisted reasoning
- Generating specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Describing charts, metrics, and dashboards
- Extracting insights from visual data
- Producing business-ready narratives and summaries
Automation and BI Workflow Acceleration
- Template-based prompting for recurring reporting tasks
- Document generation for BI processes
- Using Claude as a co-pilot for analytical decision-making
Integrating Claude with BI and Data Tools
- Utilizing Claude alongside 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 with structured decision frameworks
- Combining human judgment with AI-supported reasoning
Summary and Next Steps
Requirements
- Foundational understanding of data concepts
- Practical experience with spreadsheets or BI tools
- Proficiency in interpreting charts and reports
Target Audience
- Business analysts
- Data analysts
- BI specialists
14 Hours
