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Duration 14 hours
Course Outline
Introduction to Claude in Data Workflows
- Comprehending Claude’s capabilities within analytics
- Establishing prompting foundations for structured data tasks
- Addressing business questions and analytical prompts
Conducting Exploratory Data Analysis with Claude
- Cleaning and preparing datasets via natural language instructions
- Summarizing patterns, trends, and distributions
- Identifying key insights and potential anomalies
Leveraging Claude for SQL Generation
- Crafting queries through conversational instructions
- Explaining query logic and optimization strategies
- Translating business inquiries into SQL syntax
Planning Dashboards and Designing BI Requirements
- Outlining dashboards and visual layouts with the aid of Claude
- Defining KPIs and data models using AI-assisted reasoning
- Generating specifications for BI and reporting teams
Interpreting BI Outputs with Claude
- Describing charts, metrics, and dashboards
- Extracting insights from visual data representations
- Producing business-ready narratives and summaries
Accelerating Automation and 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
- Utilizing Claude alongside spreadsheets and BI platforms
- Structuring data inputs to optimize AI output quality
- Managing privacy, security, and compliance considerations
Advanced Reasoning for Business Decisions
- Modeling scenarios and assessing impacts
- Evaluating options using structured decision frameworks
- Combining human judgment with AI-supported reasoning
Summary and Future Steps
Requirements
- A fundamental grasp of basic data concepts
- Practical 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.
