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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Grasping Claude’s capabilities for analytics.
- Foundations of prompting for structured data tasks.
- Handling business questions and analytical prompts.
Conducting Exploratory Data Analysis with Claude
- Cleaning and preparing datasets via natural language.
- Summarizing patterns, trends, and distributions.
- Identifying insights and potential anomalies.
Leveraging Claude for SQL Generation
- Creating queries through conversational instructions.
- Explaining query logic and optimization strategies.
- Converting business questions into SQL.
Dashboard Planning and BI Requirements Design
- Sketching dashboards and visual layouts with 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 dashboards.
- Deriving insights from visual data.
- Crafting business-ready narratives and summaries.
Automating and Accelerating BI Workflows
- Employing template-based prompting for recurring reporting tasks.
- Generating documentation for BI processes.
- Using Claude as a co-pilot for analytical decision-making.
Integrating Claude with BI and Data Tools
- Working with Claude alongside 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.
- Merging human judgment with AI-supported reasoning.
Conclusion and Path Forward
Requirements
- A foundational grasp of basic data concepts.
- Proficiency with spreadsheets or BI tools.
- Experience 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.
