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Masterclass Certificate in Average Order Value Forecasting

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Average Order Value (AOV) and its importance in business
  • Time series analysis for AOV forecasting: ARIMA, Prophet, etc.
  • Regression modeling techniques for AOV prediction
  • Machine learning algorithms for enhanced AOV forecasting
  • Feature engineering for improved AOV model accuracy
  • Model evaluation metrics and selection for AOV forecasting
  • A/B testing and experimentation for AOV optimization
  • Case studies: Real-world applications of AOV forecasting models
  • Communicating AOV forecasts to stakeholders
  • Advanced techniques in AOV forecasting: handling seasonality and outliers

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role (Average Order Value Forecasting) Description Data Analyst - AOV Forecasting Analyzes sales data to predict future Average Order Value, crucial for effective business planning.

Business Intelligence Analyst - AOV Develops AOV forecasting models using BI tools, providing insights for improved marketing and pricing strategies.

Demand Planner - AOV Focus Forecasts demand based on AOV trends, optimizing inventory and supply chain processes for maximum efficiency.

Pricing Analyst - AOV Optimization Analyzes AOV to determine optimal pricing strategies, maximizing revenue and profitability.

Marketing Analyst - AOV Insights Leverages AOV data to refine marketing campaigns, driving sales and customer acquisition.

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์™œ ์‚ฌ๋žŒ๋“ค์ด ๊ฒฝ๋ ฅ์„ ์œ„ํ•ด ์šฐ๋ฆฌ๋ฅผ ์„ ํƒํ•˜๋Š”๊ฐ€

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
MASTERCLASS CERTIFICATE IN AVERAGE ORDER VALUE FORECASTING
์—๊ฒŒ ์ˆ˜์—ฌ๋จ
ํ•™์Šต์ž ์ด๋ฆ„
์—์„œ ํ”„๋กœ๊ทธ๋žจ์„ ์™„๋ฃŒํ•œ ์‚ฌ๋žŒ
London School of International Business (LSIB)
์ˆ˜์—ฌ์ผ
05 May 2025
๋ธ”๋ก์ฒด์ธ ID: s-1-a-2-m-3-p-4-l-5-e
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