Certified Specialist Programme in AI-enabled Demand Planning
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2个月完成
每周2-3小时
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课程详情
- Foundations of AI and Machine Learning in Demand Planning
- AI-enabled Forecasting Techniques: ARIMA, Prophet, and Deep Learning
- Data Acquisition, Cleaning, and Preprocessing for Demand Planning
- Advanced Analytics for Demand Signal Detection and Interpretation
- Building and Deploying AI-powered Demand Planning Models
- Collaborative Planning, Forecasting, and Replenishment (CPFR) with AI
- Integrating AI with existing ERP and Supply Chain Management Systems
- Case Studies: AI-driven Successes and Failures in Demand Planning
- Ethical Considerations and Bias Mitigation in AI Demand Planning
职业道路
AI-Enabled Demand Planning Career Roles (UK) Description Demand Planning Analyst (AI Focus) Leverages AI and machine learning algorithms to forecast demand, optimize inventory, and improve supply chain efficiency.
Focuses on predictive analytics and data-driven decision making.
AI-Powered Supply Chain Specialist Develops and implements AI-driven solutions for complex supply chain challenges.
Expertise in forecasting, optimization, and risk management within the context of AI.
Senior Data Scientist (Demand Planning) Builds and manages advanced AI models for demand forecasting, integrating data from diverse sources and developing data visualization techniques.
Leads teams and provides insights.
入学要求
- 对主题的基本理解
- 英语语言能力
- 计算机和互联网访问
- 基本计算机技能
- 完成课程的奉献精神
无需事先的正式资格。课程设计注重可访问性。
课程状态
本课程为职业发展提供实用的知识和技能。它是：
- 未经认可机构认证
- 未经授权机构监管
- 对正式资格的补充
成功完成课程后，您将获得结业证书。
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