Management - Operations and Supply Chain Management
Master the Art of Forecasting, Planning, and Scheduling: Transform Your Supply Chain Skills with Advanced Models and Heuristics!
5.0
(2)
30 learners
What you'll learn
- Understand and apply various forecasting models, including exponential smoothing and regression techniques.
- Gain proficiency in aggregate planning methods such as linear programming, transportation, and dynamic programming.
- Master inventory management strategies, including EOQ models, safety stock calculation, and multiple item constraints.
- Develop skills in scheduling and routing problems, including job shop scheduling, vehicle routing, and supply chain location planning.
This course includes
- 36.3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 41 lessons • 36.3 hours of video
Advanced Forecasting, Planning, and Supply Chain Management
41 lessons
• 36.3 hours
Advanced Forecasting, Planning, and Supply Chain Management
41 lessons
• 36.3 hours
- Mod-01 Lec-01 Introduction -- (Challenges, Methodologies) 55:41
- Mod-02 Lec-02 Forecasting -- Time series models -- Simple Exponential smoothing 53:01
- Mod-02 Lec-03 Forecasting -- Linear Models, Regression, Holt's , seasonality 53:40
- Mod-02 Lec-04 Forecasting -- Winter's model, causal models, Goodness of forecast, Aggregate Planning 59:46
- Mod-03 Lec-05 Aggregate Planning, Tabular method, Linear Programming 54:50
- Mod-03 Lec-06 Aggregate Planning, Transportation model 50:28
- Mod-03 Lec-07 Aggregate Planning, Dynamic Programming, backordering 01:02:45
- Mod-03 Lec-08 Aggregate Planning, Quadratic model, Demand and capacity planning 50:36
- Mod-04 Lec-09 Inventory Models -- Costs, EOQ model 51:56
- Mod-04 Lec-10 Inventory -- EOQ model graphs, with backordering 56:47
- Mod-04 Lec-11 Inventory -- Models for all quantity and marginal quantity Discount 52:23
- Mod-04 Lec-12 Multiple Quantity Discount, Multiple item inventory- Constraint on numbers of orders 47:55
- Mod-04 Lec-13 Multiple item inventory -- Constraint on money value, space, equal number of orders 50:53
- Mod-04 Lec-14 Multiple item inventory --combining orders, production consumption model 51:02
- Mod-04 Lec-15 Inventory -- Production consumption model with backordering 55:33
- Mod-04 Lec-16 Economic lot scheduling problem, Supply Chain inventory 50:29
- Mod-05 Lec-17 Lot sizing 57:32
- Mod-05 Lec-18 Lot sizing -- heuristics 54:35
- Mod-05 Lec-19 Disaggregation 53:45
- Mod-05 Lec-20 Disaggregation -- time varying demand, Safety stock -- ROL for discrete demand 01:01:14
- Mod-05 Lec-21 Safety stock -- ROL for normal distribution of lead time demand 47:18
- Mod-06 Lec-22 Integrated model, ROL for normal distribution of LTD and given mean 47:54
- Mod-06 Lec-23 Safety stock reduction -- delayed Product differentiation, substitution. MOM 51:11
- Mod-06 Lec-24 Sequencing and scheduling -- Assumptions, objectives and shop settings 51:35
- Mod-07 Lec-25 Single machine sequencing. Two machine flow shop -- Johnson's algorithm 54:44
- Mod-07 Lec-26 Flow shop scheduling -- Three machines, Johnson's algorithm and Branch 55:30
- Mod-07 Lec-27 Flow shop scheduling -- heuristics -- Palmer, Campbell Dudek Smith algorithm 57:26
- Mod-07 Lec-28 Job shop scheduling -- Gantt chart, Different dispatching rules 51:02
- Mod-07 Lec-29 Job shop scheduling -- Shifting bottleneck heuristic 57:20
- Mod-07 Lec-30 Job shop scheduling -- Shifting bottleneck heuristic. Line Balancing 55:58
- Mod-07 Lec-31 Line Balancing 53:09
- Mod-08 Lec-32 Location problems -- p median problem, Fixed charge problem 48:34
- Mod-08 Lec-33 Location allocation problems in supply chain. Layout 53:12
- Mod-08 Lec-34 Quantitative models for layout, Summary 47:00
- Mod-09 Lec-35 Introduction to Supply Chain Management 52:14
- Mod-09 Lec-36 Location Problems 51:43
- Mod-09 Lec-37 Transportation and Distribution Models 50:25
- Mod-09 Lec-38 Transportation and Distribution Models(continued) 50:15
- Mod-09 Lec-39 Bin Packing and Travelling Salesman Problems 51:33
- Mod-09 Lec-40 Vehicle Routeing Problems 51:07
- Mod-09 Lec-41 Value of Information 53:57
Related learning topics
Take this course with you
Download the app to continue lessons from your phone anytime.
