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Course Outline
Introduction to Claude for Data Workflows
- Overview of Claude’s analytical capabilities.
- Fundamentals of prompting for structured data tasks.
- Formulating business questions and analytical prompts.
Exploratory Data Analysis with Claude
- Cleaning and preparing datasets through natural language interactions.
- Summarizing patterns, trends, and data distributions.
- Identifying key insights and potential anomalies.
SQL Generation Using Claude
- Composing queries through conversational instructions.
- Understanding query logic and optimization strategies.
- Translating business questions into SQL code.
Dashboard Planning and BI Requirements Design
- Outlining 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 effectively.
- Extracting actionable insights from visual data.
- Producing business-ready narratives and summaries.
Automation and BI Workflow Acceleration
- Template-based prompting for recurring reporting tasks.
- Automating document generation for BI processes.
- Leveraging Claude as a co-pilot for analytical decision-making.
Integrating Claude with BI and Data Tools
- Integrating Claude alongside spreadsheets and BI platforms.
- Structuring data inputs for optimal AI output quality.
- Managing privacy, security, and compliance considerations.
Advanced Reasoning for Business Decisions
- Scenario modeling and impact assessments.
- Evaluating options using structured decision frameworks.
- Combining human judgment with AI-supported reasoning.
Summary and Next Steps
Requirements
- Fundamental understanding of data concepts.
- Practical experience with spreadsheets or BI tools.
- Ability to interpret charts and reports.
Target Audience
- Business analysts.
- Data analysts.
- Business Intelligence specialists.
14 Hours
