Module #1 Introduction to Supply Chain Analytics Overview of supply chain analytics, importance, and applications
Module #2 Supply Chain Fundamentals Basics of supply chain management, including supply chain components, flows, and performance metrics
Module #3 Data Analysis in Supply Chain Introduction to data analysis concepts and techniques for supply chain analytics
Module #4 Supply Chain Data Sources Types of data sources in supply chain analytics, including ERP, CRM, and IoT data
Module #5 Data Preprocessing for Supply Chain Analytics Data cleaning, transformation, and preprocessing techniques for supply chain data
Module #6 Descriptive Analytics in Supply Chain Descriptive analytics techniques for supply chain data, including data visualization and summary statistics
Module #7 Inferential Analytics in Supply Chain Inferential analytics techniques for supply chain data, including hypothesis testing and confidence intervals
Module #8 Predictive Analytics in Supply Chain Predictive analytics techniques for supply chain data, including regression and time series analysis
Module #9 Prescriptive Analytics in Supply Chain Prescriptive analytics techniques for supply chain data, including optimization and simulation
Module #10 Supply Chain Visualization Data visualization techniques for supply chain data, including dashboards and reports
Module #11 Network Analysis in Supply Chain Network analysis techniques for supply chain data, including node centrality and community detection
Module #12 Demand Forecasting in Supply Chain Demand forecasting techniques for supply chain data, including time series and machine learning methods
Module #13 Inventory Optimization in Supply Chain Inventory optimization techniques for supply chain data, including EOQ and lot-sizing methods
Module #14 Supply Chain Risk Management Supply chain risk management techniques, including risk assessment and mitigation strategies
Module #15 Transportation Analytics in Supply Chain Transportation analytics techniques for supply chain data, including route optimization and fleet management
Module #16 Warehouse Management Analytics Warehouse management analytics techniques for supply chain data, including layout optimization and inventory allocation
Module #17 Sourcing and Procurement Analytics Sourcing and procurement analytics techniques for supply chain data, including vendor selection and contract management
Module #18 Supply Chain Sustainability Analytics Supply chain sustainability analytics techniques for supply chain data, including carbon footprint analysis and sustainable sourcing
Module #19 Machine Learning in Supply Chain Analytics Machine learning techniques for supply chain data, including supervised and unsupervised learning methods
Module #20 Artificial Intelligence in Supply Chain Analytics Artificial intelligence techniques for supply chain data, including natural language processing and computer vision
Module #21 Blockchain in Supply Chain Analytics Blockchain technology and its applications in supply chain analytics, including track and trace and smart contracts
Module #22 Cloud Computing and Supply Chain Analytics Cloud computing and its applications in supply chain analytics, including scalability and data storage
Module #23 Case Studies in Supply Chain Analytics Real-world case studies of supply chain analytics applications, including success stories and lessons learned
Module #24 Course Wrap-Up & Conclusion Planning next steps in Supply Chain Analytics career
