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Course Outline
Introduction to Claude for Data Workflows
- Exploring Claude’s capabilities in analytics.
- Foundations of prompting for structured data tasks.
- Formulating business questions and analytical prompts.
Exploratory Data Analysis with Claude
- Cleaning and preparing datasets via natural language.
- Summarizing patterns, trends, and distributions.
- Identifying insights and potential anomalies.
Using Claude for SQL Generation
- Constructing queries through conversational instructions.
- Understanding query logic and optimization strategies.
- Translating business inquiries into SQL.
Dashboard Planning and BI Requirements Design
- Mapping out dashboards and visual layouts with 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.
- Developing business-ready narratives and summaries.
Automation and BI Workflow Acceleration
- Using template-based prompting for recurring reporting tasks.
- Automating document generation for BI processes.
- Utilizing Claude as a co-pilot for analytical decision-making.
Integrating Claude with BI and Data Tools
- Combining Claude 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
- Conducting scenario modeling and impact assessments.
- Evaluating options using structured decision frameworks.
- Integrating human judgment with AI-supported reasoning.
Summary and Next Steps
Requirements
- Foundational understanding of data concepts.
- Hands-on experience with spreadsheets or BI tools.
- Familiarity with interpreting charts and reports.
Target Audience
- Business analysts
- Data analysts
- BI specialists
14 Hours