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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Exploring Claude’s analytics capabilities
- Establishing prompting foundations for structured data tasks
- Formulating business questions and analytical prompts
Conducting Exploratory Data Analysis with Claude
- Cleansing and preparing datasets via natural language instructions
- Summarizing key patterns, trends, and distributions
- Identifying critical insights and potential anomalies
Generating SQL with Claude
- Constructing queries through conversational direction
- Clarifying query logic and optimization strategies
- Converting business questions into SQL statements
Planning Dashboards and BI Requirements
- Sketching 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
- Analyzing charts, metrics, and dashboards
- Extracting insights from visual data representations
- Crafting business-ready narratives and summaries
Accelerating Automation and BI Workflows
- Employing template-based prompting for recurring reporting duties
- Generating documentation for BI processes
- Using 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 to maximize AI output quality
- Addressing privacy, security, and compliance requirements
Advanced Reasoning for Business Decisions
- Performing scenario modeling and impact assessments
- Evaluating options using structured decision frameworks
- Synthesizing human judgment with AI-supported reasoning
Wrap-up and Future Directions
Requirements
- A solid grasp of fundamental data concepts
- Proficiency with spreadsheets or BI platforms
- Competence 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.
