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CodeSignal

Analyze Data and Avoid Common Pitfalls

via CodeSignal

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Overview

This course builds a manager-friendly understanding of analytical thinking. Learn to grasp core concepts (ex: descriptive/diagnostic/predictive analysis, correlation, regression), question model assumptions, think beyond straight-line projections, and turn analytical results into realistic decision options instead of getting stuck in “analysis paralysis.”

Syllabus

  • Unit 1: Understand Core Analytical Concepts
    • Quiz on Core Analytics Concepts
    • Demystify Analytics for Non Technical Colleagues
    • Translate Technical Talk
  • Unit 2: Interpret Models and Assumptions
    • Quiz on Questioning Model Assumptions
    • Identify Model Summary Assumptions
    • Question the Model Before Deciding
  • Unit 3: Think Beyond Trends
    • Quiz on Trends and Bias
    • Spotting Bias in Trend Analysis
    • Challenge Optimistic Growth Projections
  • Unit 4: Move from Analysis to Action
    • Quiz on Data-Driven Decision Making
    • Use a Governing Objective to Make Clear Decisions
    • Turn Data into Actionable Choices

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