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Course Outline

Introduction to Claude for Data Workflows

  • Understanding Claude’s capabilities for analytics.
  • Foundations of prompting for structured data tasks.
  • Working with business questions and analytical prompts.

Exploratory Data Analysis with Claude

  • Cleaning and preparing datasets through natural language.
  • Summarizing patterns, trends, and distributions.
  • Identifying insights and potential anomalies.

Using Claude for SQL Generation

  • Writing queries through conversational instructions.
  • Explaining query logic and optimization approaches.
  • Translating business questions into SQL.

Dashboard Planning and Business Intelligence Requirements Design

  • Outlining dashboards and visual layouts with Claude.
  • Defining KPIs and data models using AI-assisted reasoning.
  • Generating specifications for business intelligence and reporting teams.

Interpreting Business Intelligence Outputs with Claude

  • Describing charts, metrics, and dashboards.
  • Extracting insights from visual data.
  • Producing business-ready narratives and summaries.

Automation and Business Intelligence Workflow Acceleration

  • Template-based prompting for recurring reporting tasks.
  • Document generation for business intelligence processes.
  • Using Claude as a co-pilot for analytical decision-making.

Integrating Claude with Business Intelligence and Data Tools

  • Using Claude alongside spreadsheets and business intelligence 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 with structured decision frameworks.
  • Combining human judgment with AI-supported reasoning.

Summary and Next Steps

Requirements

  • A foundational understanding of basic data concepts.
  • Experience with spreadsheets or business intelligence tools.
  • Familiarity with interpreting charts and reports.

Audience

  • Business analysts.
  • Data analysts.
  • Business intelligence specialists.
 14 Hours

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