भारतीय व्यवस्थापन संस्था मुंबई
भारतीय प्रबंधन संस्थान मुंबई
Indian Institute of Management Mumbai
भारतीय व्यवस्थापन संस्था मुंबई
भारतीय प्रबंधन संस्थान मुंबई
Indian Institute of Management Mumbai
Applications of AI/ML in Operations & Supply Chain Management
This programme aims to acclimatize the participants with the fundamental concepts of Artificial Intelligences/Machine Learning (AI/ML) for decision making in operations and supply chain management. The problems in operation and supply chain management that require AI/ML approaches include forecasting, inventory management, facility location, product classifications, vehicle routing, etc.
Upon successful completion of this program, participants
1) will be familiarized with the concepts of AI and ML.
2) will be able to formulate, solve and analyze complex operations and supply chain management problems systematically.
3) will be able to apply various AI and ML tools in real life decision making, specifically in the context of operations and supply chain management.
4) will learn coding and solving the operations and supply chain management problems in Python.
This training program is designed for web-based learning with hands-on exercises for executives in managerial positions in any organization. The topics covered include the following:
- Opportunities for AI/ML applications in operations and supply chain management
- Supervised Learning Algorithm
- Linear Regression Analysis
- Logistic Regression Analysis
- Decision Tree
- Random Forest
- Unsupervised Learning Algorithm
- k-Means Clustering
- Hierarchical Clustering
- Reinforcement Learning Algorithm
- Markov Decision Problems
- Application of AI/ML tools in operations and supply chain management.
Professionals involved in operations & supply chain management and related functional areas
Course Details
| Venue | Online |
| Duration | 18 Hrs |
| Starts On | Nov 25, 2023 |
| Faculty | Prof. Priyanka Verma / Prof. Sushmita Narayana / Prof. Debabrata Das |
Fees Details
| Duration | Professional Fee*(Per participant) | GST(18%) | Total Fees(Per Participant) | Programme Code |
|---|---|---|---|---|
| 18 Hrs | 10,500.00 | 1,890.00 | 12,390.00 | 1 24 4 72 |