Post Graduate Certificate in Strategic Supply Chain Management with AI

Indian Institute of Technology Roorkee via Coursera MasterTrack

Coursera MasterTrack based on 0 ratings

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Overview

The Post Graduate Certificate in Strategic Supply Chain Management with AI is an advanced program designed to equip professionals with the knowledge and skills to revolutionize supply chain operations through strategic management and artificial intelligence. This course targets supply chain managers, operations leaders, and business strategists aiming to enhance efficiency, resilience, and innovation in their supply chains. Participants will explore how AI technologies such as machine learning, predictive analytics, and automation optimize demand forecasting, inventory management, logistics, and supplier relationships. The...

Syllabus

Course 1: Programming for AI & Data Analytics- Learn Python and R, the most in-demand programming languages for artificial intelligence.Course 2: Machine Learning and AI- Learn machine learning concepts and algorithms, as well as supervised and unsupervised learning techniques.Course 3: Foundations of Supply Chain Management- Understand the scale, size, and complexity as well as the decision-making levels in the modern supply chain, and learn to assess the dynamics and impact of constituent processes and functions. Learn quantitative tools and techniques for managing processes including statistical process control, queuing etc.Course 4: Advanced Supply Chain Planning- Understand the role of forecasting in supply chain planning and learn how to forecast demand using time-series methodology and improve accuracy by building associative prediction models and several other quantitative models for supply chain processes including layout, inventory etc. Course 5: Intelligent Supply Chain Strategies + Capstone Project- Apply the concepts learned in the first four courses to build AI models for supply chain projects.