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Executive Certificate in Decision Trees for Supply Chain Analytics

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Decision Trees and Supply Chain Optimization
  • Data Preprocessing and Feature Engineering for Decision Trees
  • Decision Tree Algorithms: CART, ID3, C4.5, and Random Forest
  • Building Decision Trees for Forecasting and Inventory Management
  • Evaluating Decision Tree Models: Accuracy, Precision, Recall
  • Applying Decision Trees to Logistics and Transportation
  • Case Studies: Real-world applications of Decision Trees in Supply Chains
  • Advanced Techniques: Ensemble Methods and Boosting for Supply Chain Analytics
  • Decision Tree Visualization and Interpretation
  • Implementing Decision Trees using Python and R

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role Description Supply Chain Analyst (Decision Trees) Develops and implements decision tree models for optimizing supply chain processes.

Utilizes advanced analytics to improve efficiency and forecasting accuracy.

High demand for data analysis skills.

Demand Planning Specialist (Predictive Modeling) Employs decision tree algorithms to forecast demand, reduce inventory costs, and enhance supply chain responsiveness.

Requires strong understanding of statistical modeling and supply chain principles.

Supply Chain Optimization Manager (Algorithm Development) Leads teams in designing and implementing decision tree-based solutions for complex supply chain problems.

Requires strong leadership and analytical abilities, combined with expertise in algorithm development.

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
EXECUTIVE CERTIFICATE IN DECISION TREES FOR SUPPLY CHAIN ANALYTICS
์—๊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
์ด ์ž๊ฒฉ์ฆ์„ LinkedIn ํ”„๋กœํ•„, ์ด๋ ฅ์„œ ๋˜๋Š” CV์— ์ถ”๊ฐ€ํ•˜์„ธ์š”. ์†Œ์…œ ๋ฏธ๋””์–ด์™€ ์„ฑ๊ณผ ํ‰๊ฐ€์—์„œ ๊ณต์œ ํ•˜์„ธ์š”.
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