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Certificate Programme in AI-powered Demand Planning

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Certificate Programme in AI-powered Demand Planning This comprehensive ten-unit professional certificate addresses the critical industry demand for data-driven supply chain expertise. As businesses increasingly adopt artificial intelligence to optimize inventory and forecast accuracy, this course equips learners with essential skills in predictive analytics, machine learning algorithms, and strategic planning.

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์ด ๊ณผ์ •์— ๋Œ€ํ•ด

By mastering these advanced tools, participants gain a competitive edge, enabling them to drive operational efficiency and reduce costs. The curriculum bridges the gap between theoretical knowledge and practical application, preparing professionals for significant career advancement. Graduates emerge ready to lead demand planning initiatives, making informed decisions that align with modern AI capabilities with real-world business challenges, ensuring long-term organizational success and personal growth in a rapidly evolving market.

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์–ด๋””์„œ๋“  ํ•™์Šต

๊ณต์œ  ๊ฐ€๋Šฅํ•œ ์ธ์ฆ์„œ

LinkedIn ํ”„๋กœํ•„์— ์ถ”๊ฐ€

์™„๋ฃŒ๊นŒ์ง€ 2๊ฐœ์›”

์ฃผ 2-3์‹œ๊ฐ„

์–ธ์ œ๋“  ์‹œ์ž‘

๋Œ€๊ธฐ ๊ธฐ๊ฐ„ ์—†์Œ

๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to AI and Machine Learning for Demand Planning
  • Forecasting Techniques: ARIMA, Exponential Smoothing, and Prophet
  • AI-Powered Demand Forecasting Models
  • Data Wrangling and Preprocessing for Demand Planning
  • Building and Evaluating AI Demand Planning Models
  • Supply Chain Optimization with AI-Driven Demand Forecasts
  • Case Studies in AI-Powered Demand Planning
  • Implementing and Managing AI-Driven Demand Planning Systems
  • Advanced Topics in AI for Demand Forecasting (Deep Learning, Reinforcement Learning)
  • Ethical Considerations in AI for Demand Planning

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

AI-Powered Demand Planning Career Roles (UK) Description Demand Planner (AI/ML Focus) Leverages AI algorithms and machine learning for forecasting and inventory optimization.

Strong analytical skills and proficiency in AI-powered tools are crucial.

AI Data Scientist (Supply Chain) Develops and implements AI models for accurate demand forecasting, optimizing supply chain operations.

Requires expertise in Python and statistical modeling.

Supply Chain Analyst (AI-Enabled) Analyzes data to improve demand forecasting accuracy using AI-powered tools and techniques.

Possesses knowledge of various AI models for demand prediction.

Business Intelligence Analyst (AI in Forecasting) Utilizes AI and BI tools to analyze sales data, market trends, and forecast future demand.

Strong data visualization and reporting skills are essential.

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์‚ฌ์ „ ๊ณต์‹ ์ž๊ฒฉ์ด ํ•„์š”ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ ‘๊ทผ์„ฑ์„ ์œ„ํ•ด ์„ค๊ณ„๋œ ๊ณผ์ •.

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

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ํš๋“ํ•  ๊ธฐ์ˆ 

Demand Planning Artificial Intelligence

์ฝ”์Šค ์ˆ˜๊ฐ•๋ฃŒ

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ํšŒ์‚ฌ๋กœ ์ง€๋ถˆ

์ด ๊ณผ์ •์˜ ๋น„์šฉ์„ ์ง€๋ถˆํ•˜๊ธฐ ์œ„ํ•ด ํšŒ์‚ฌ๋ฅผ ์œ„ํ•œ ์ฒญ๊ตฌ์„œ๋ฅผ ์š”์ฒญํ•˜์„ธ์š”.

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๊ฒฝ๋ ฅ ์ธ์ฆ์„œ ํš๋“

์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CERTIFICATE PROGRAMME IN AI-POWERED DEMAND PLANNING
์—๊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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