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  • Business Analytics - Module 3: Ứng dụng dữ liệu để đưa ra quyết định kinh doanh

  • 1. Overview
    • 1.1   Overview
    • 1.2   Handout
  • 2. Descriptive Analytics
    • 2.1   Case study - Fashion Store
    • 2.2   Exploratory Data Analysis. Let's See What We Have Here!
    • 2.3   Exploratory Data Analysis - Example
  • 3. Diagnostics Analytics
    • 3.1   Hypothesis Testing Techniques
    • 3.2   Hypothesis Testing In Action
  • 4. Correlation
    • 4.1   Correlation (P1)
    • 4.2   Correlation (P2)
    • 4.3   Correlation Tells Stories, Not The Whole Picture
  • 5. Regression
    • 5.1   Calculating Linear Regression (P1)
    • 5.2   Calculating Linear Regression (P2)
    • 5.3   Yes Please! More Regression
    • 5.4   When To Use: Correlation Vs. Regression
  • 6. Forecast
    • 6.1   Forecasting - How To See The Future
    • 6.2   Forecasting Technique
  • 7. Classification
    • 7.1   Classification - Grouping Items With Known Criteria
  • 8. Clustering
    • 8.1   Clustering - Grouping Items With Unknown Criteria
    • 8.2   Clustering Technique
  • 9. Association
    • 9.1   Association - Amazon: "You Might Like These Items"
    • 9.2   Association Application
    • 9.3   Insights Are Pointless Without Any Actions
  • 10. Prescriptive Analytics
    • 10.1   Optimization: Finding The Best Solution Out Of Many Options
    • 10.2   Simulation: How To Mind Read Your Opponent In A Chess Game
    • 10.3   "Hey Siri. How Smart Are You?"
    • 10.4   Machine Learning Vs. AI
    • 10.5   Giới thiệu nội dung bộ khoá học Business Analytics


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Kết thúc   Buổi 3 - Diagnostics Analytics

Hypothesis Testing In Action


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