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Duration 14 hours
Course Outline
Foundations of Claude in Data Workflows
- Exploring Claude’s analytical capabilities
- Establishing prompting fundamentals for structured data tasks
- Formulating business questions and analytical prompts
Conducting Exploratory Data Analysis with Claude
- Preparing and cleaning datasets using natural language instructions
- Summarizing key patterns, trends, and data distributions
- Uncovering insights and detecting potential anomalies
Harnessing Claude for SQL Generation
- Constructing queries via conversational instructions
- Clarifying query logic and optimization strategies
- Translating business requirements into SQL code
Dashboard Planning and BI Requirement Design
- Sketching dashboards and visual layouts with Claude
- Defining KPIs and data models through AI-assisted reasoning
- Creating detailed specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Analyzing charts, metrics, and dashboards
- Deriving insights from visual data representations
- Drafting business-ready narratives and executive summaries
Accelerating BI Workflows and Automation
- Implementing template-based prompting for routine reporting
- Generating documentation for BI processes
- Utilizing Claude as a co-pilot for analytical decision-making
Integrating Claude with BI and Data Ecosystems
- Combining Claude with spreadsheets and BI platforms
- Optimizing data inputs to ensure high-quality AI outputs
- Addressing privacy, security, and compliance requirements
Advanced Reasoning for Strategic Business Decisions
- Modeling scenarios and assessing impacts
- Evaluating alternatives using structured decision frameworks
- Blending human judgment with AI-supported reasoning
Conclusion and Path Forward
Requirements
- A foundational grasp of basic data concepts
- Practical experience with spreadsheets or BI tools
- Comfort 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.