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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Exploring Claude’s analytical capabilities
- Basics of prompting for structured data tasks
- Formulating business questions and analytical prompts
Exploratory Data Analysis Using Claude
- Data cleansing and preparation via natural language
- Summarizing patterns, trends, and distributions
- Detecting insights and identifying anomalies
Generating SQL with Claude
- Creating queries through conversational instructions
- Analyzing query logic and optimization strategies
- Converting business questions into SQL code
Dashboard Planning and BI Requirements Design
- Sketching 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
- Analyzing charts, metrics, and dashboards
- Deriving insights from visual data representations
- Crafting business-ready narratives and summaries
Automation and Accelerating BI Workflows
- Implementing template-based prompting for recurring reports
- Generating documentation for BI processes
- Utilizing Claude as a co-pilot for analytical decisions
Integrating Claude with BI and Data Platforms
- Using Claude in conjunction with spreadsheets and BI platforms
- Optimizing data input structure for high-quality AI output
- Addressing privacy, security, and compliance requirements
Advanced Reasoning for Business Decision-Making
- Performing scenario modeling and impact assessments
- Assessing options using structured decision frameworks
- Synthesizing human judgment with AI-supported reasoning
Recap and Future Steps
Requirements
- Foundational knowledge of core data concepts
- Proficiency with spreadsheets or BI platforms
- Ability to interpret 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.