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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

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