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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Exploring Claude’s analytical capabilities
- Foundations of prompting for structured data tasks
- Addressing business questions through analytical prompts
Conducting Exploratory Data Analysis with Claude
- Cleaning and preparing datasets via natural language commands
- Summarizing patterns, trends, and distributions
- Detecting insights and potential anomalies
Generating SQL with Claude
- Crafting queries through conversational instructions
- Elucidating query logic and optimization strategies
- Converting business queries into SQL
Dashboard Planning and BI Requirements Design
- Sketching dashboards and visual layouts using Claude
- Defining KPIs and data models through AI-assisted reasoning
- Creating specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Describing charts, metrics, and dashboards
- Extracting insights from visual data representations
- Creating business-ready narratives and summaries
Automating and Accelerating BI Workflows
- Employing template-based prompting for routine reporting tasks
- Generating documentation for BI processes
- Utilizing 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 ensure optimal AI output quality
- Addressing privacy, security, and compliance considerations
Advanced Reasoning for Business Decisions
- Scenario modeling and impact assessments
- Evaluating options using structured decision frameworks
- Combining human judgment with AI-supported reasoning
Summary and Next Steps
Requirements
- A foundational grasp of basic data concepts
- Prior experience with spreadsheets or BI tools
- Proficiency 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.
