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Course Outline

Introduction to Claude for Data Workflows

  • Exploring Claude’s analytics capabilities
  • Fundamentals of prompting for structured data tasks
  • Addressing business inquiries through analytical prompts

Exploratory Data Analysis with Claude

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

Leveraging Claude for SQL Generation

  • Constructing queries via conversational instructions
  • Clarifying query logic and optimization strategies
  • Translating business questions into SQL code

Dashboard Planning and BI Requirements Design

  • Mapping out dashboards and visual layouts with Claude
  • Defining KPIs and data models using AI-assisted reasoning
  • Drafting specifications for BI and reporting teams

Interpreting BI Outputs with Claude

  • Describing charts, metrics, and dashboard elements
  • Extracting actionable insights from visual data
  • Crafting business-ready narratives and summaries

Automation and BI Workflow Acceleration

  • Employing 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

  • Pairing Claude with spreadsheets and BI platforms
  • Structuring data inputs to optimize AI output quality
  • Addressing privacy, security, and compliance requirements

Advanced Reasoning for Business Decisions

  • Conducting scenario modeling and impact assessments
  • Evaluating options using structured decision frameworks
  • Merging human judgment with AI-supported reasoning

Summary and Next Steps

Requirements

  • Foundational understanding of data concepts
  • Experience using spreadsheets or Business Intelligence tools
  • Familiarity with interpreting charts and reports

Target Audience

  • Business analysts
  • Data analysts
  • BI specialists
 14 Hours

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