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Course Outline
Introduction to Claude for Data Workflows
- Understanding Claude’s capabilities for analytics.
- Fundamentals of prompting for structured data tasks.
- Working with 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.
Using Claude for SQL Generation
- Writing queries via conversational instructions.
- Explaining query logic and optimization approaches.
- 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
- Using 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
- Understanding of fundamental data concepts.
- Experience with spreadsheets or business intelligence tools.
- Familiarity with interpreting charts and reports.
Audience
- Business analysts.
- Data analysts.
- Business intelligence specialists.
14 Hours
