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Artículo: AMZ-B0FLNDDQNN
Future‑Proofing Demand Planning:: AI Forecasting With Predictive Modeling For Supply Chain Success
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0.71 kg
0.71 kg
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Amazon
Amazon
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USA
Sobre este producto
- Future‑Proofing Demand Planning: AI Forecasting with Predictive Modeling for Supply Chain SuccessIn today’s unpredictable economy, the companies that thrive aren’t just reacting to change—they’re anticipating it. The secret? Demand Planning powered by Artificial Intelligence (AI), and Predictive Models that transform raw data into actionable strategies.Future‑Proofing Demand Planning: AI Forecasting with Predictive Modeling for Supply Chain Success,is the definitive guide for business leaders, planners, and analysts ready to master forecasting from end to end. Covering demand planning concepts, proven forecasting models, essential formulas, and practical Python scripts, this book is more than theory—it’s a hands-on playbook to drive better decisions, faster.Inside, you’ll learn how to:Harness AI and the tools to create forecasting models that adapt in real time.Apply predictive analytics to uncover patterns, detect anomalies, and forecast with unprecedented accuracy.Use data-driven strategies to connect business KPIs directly to planning and fulfillment outcomes.Integrate cross-functional insights—from R&D to marketing—to produce dynamic, living forecasts.Model complex realities like seasonality, product lifecycle curves, and BOM component forecasting with precision.Convert forecasts into fulfillment strategies that boost resilience, minimize waste, and protect profit margins.With step-by-step formulas and 20 ready-to-use Python scripts, you’ll have immediate tools to:Automate calculationsVisualize trendsRun “what-if” simulationsOptimize safety stock, lead times, and replenishment plansWhether your goal is to reduce forecast error, improve supply chain responsiveness, or align operational execution with strategic objectives, this book will give you the skills, frameworks, and technology insights you need.If you’re serious about leveraging AI, and Data Science analytics into forecasts that elevate demand planning into a strategic powerhouse, Future‑Proofing Demand Planning: AI Forecasting with Predictive Modeling for Supply Chain Success is your essential guide from concept to code, to strategic excellence.
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