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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
- Addressing business questions and analytical prompts
Exploratory Data Analysis with Claude
- Cleaning and preparing datasets via natural language
- Summarizing patterns, trends, and distributions
- Identifying insights and potential anomalies
Utilizing Claude for SQL Generation
- Constructing queries through conversational instructions
- Understanding query logic and optimization strategies
- Translating business questions into SQL code
Dashboard Planning and BI Requirements Design
- Sketching dashboard structures and visual layouts with Claude
- Defining KPIs and data models using AI-assisted reasoning
- Generating technical specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Describing charts, metrics, and dashboards
- Extracting insights from visual data representations
- 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
- Using Claude alongside spreadsheets and BI platforms
- Structuring data inputs for optimal AI output quality
- Addressing 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
- Experience with spreadsheets or BI tools
- Ability to interpret charts and reports
Audience
- Business analysts
- Data analysts
- BI specialists
14 Hours
