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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Assessing Claude’s capabilities for analytics
- Foundations of prompting for structured data tasks
- Formulating business questions and analytical prompts
Conducting Exploratory Data Analysis with Claude
- Data cleaning and preparation via natural language instructions
- Summarizing key patterns, trends, and distributions
- Detecting insights and potential anomalies
Leveraging Claude for SQL Generation
- Constructing queries through conversational directions
- Analyzing query logic and optimization strategies
- Converting business requirements into SQL
Planning Dashboards & BI Requirements
- Structuring dashboards and visual layouts using Claude
- Defining KPIs and data models via AI-assisted reasoning
- Drafting specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Describing charts, metrics, and dashboard elements
- Deriving insights from visual data representations
- Creating business-ready narratives and executive summaries
Automation & BI Workflow Acceleration
- Using template-based prompts for repetitive reporting tasks
- Generating documentation for BI processes
- Employing Claude as a co-pilot for analytical decision-making
Integrating Claude with BI & Data Tools
- Utilizing Claude alongside spreadsheets and BI platforms
- Optimizing data input structures for high-quality AI outputs
- Addressing 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
Conclusion & Next Steps
Requirements
- Foundational understanding of core data concepts
- Practical experience with spreadsheets or BI platforms
- Ability to interpret charts and analytical 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.