Applications of AI/ML in operations & supply chain management

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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. The program is designed keeping in mind the various techno-managerial aspects that need to be addressed by the participants. NITIE faculty have been working on different domains of applications of statistics, operations research, artificial intelligence and machine learning, and are actively involved in consulting and applied research projects in the area of operations and supply chain management. The program is designed as the effective blend for application orientation with plenty of hand-on case exercises.

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 o Linear Regression Analysis o Logistic Regression Analysis o Decision Tree o Random Forest ? Unsupervised Learning Algorithm o k-Means Clustering o Hierarchical Clustering ? Reinforcement Learning Algorithm o 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 19, 2022
Faculty Prof. Debabrata Das

Fees Details

Duration Professional Fee*(Per participant) GST(18%) Total Fees(Per Participant) Programme Code
18 Hrs. 9,000.00 1,620.00 10,620.00 1 23 3 36
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