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Career Advancement Programme in Machine Learning for Demand Optimization

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Demand Forecasting and Optimization
  • Machine Learning Algorithms for Demand Prediction (Regression, Time Series Analysis)
  • Demand Optimization Techniques: Inventory Management and Pricing Strategies
  • Building and Deploying Machine Learning Models for Demand Optimization
  • Case Studies in Demand Optimization using Machine Learning
  • A/B Testing and Model Evaluation for Demand Optimization
  • Data Wrangling and Feature Engineering for Demand Forecasting
  • Advanced Topics in Machine Learning for Demand Optimization (Reinforcement Learning)

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Roles in Machine Learning for Demand Optimization (UK) Description Machine Learning Engineer (Demand Forecasting) Develop and deploy machine learning models to accurately predict future demand, optimizing inventory and resource allocation.

High industry relevance.

Data Scientist (Demand Optimization) Analyze large datasets to identify trends and patterns impacting demand, providing insights for strategic decision-making.

Crucial for effective pricing and resource management.

AI/ML Specialist (Supply Chain) Utilize AI and machine learning techniques to improve supply chain efficiency by optimizing demand forecasting and inventory management.

Essential for minimizing waste and maximizing profitability.

Demand Planning Analyst (ML-driven) Leverage machine learning algorithms to enhance demand planning processes, improving forecast accuracy and reducing discrepancies between supply and demand.

High demand in logistics and retail.

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CAREER ADVANCEMENT PROGRAMME IN MACHINE LEARNING FOR DEMAND OPTIMIZATION
์—๊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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