We are thrilled to have you on board for this course
● 22nd February 2025 – 13th April 2025
● 5:00 PM - 7:00 PM IST
● Saturday and Sunday
● 32 hours duration
MIT Professor – Business & Supply Chain Analytics
Director, Data Science Lab,
Massachusetts Institute of Technology, USA
Director
Indian Institute of Management Mumbai
Today, supply chain executives face multiple challenges. First, inflation is hitting companies bottom line. It increases the cost of economic inputs-energy, labor, material and transportation; it decreases consumer power and demand; and the high interest rates, driven by the Federal Reserve attempt to control inflation, increases the cost of capital and hence the cost of inventory.
Second, supply chain disruptions are everywhere! From the U.S.-China trade war, the pandemic, extreme weather conditions such as hurricane Laura and winter storm Uri, all the way to the Suez Cannel blockage, fire in a semiconductor manufacturing facility in Japan and the Ukraine-Russia war, all are affecting the global supply chains.
Finally, the global labor market shortage, driven in part by the pandemic, impacts every aspect of the supply chain, from manufacturing and transportation all the way to the ability to plan and innovate the entire business.
At the same time, a new technology, Generative AI, has emerged with the promise to change the way business is done in general and supply chain in particular. In this course, we will demonstrate how Generative AI fundamentally change the way decision makers manage and operate complex supply chains. We will review not only the technology itself, but also application for revolutionizing demand forecasting, procurement, inventory management, supply chain collaboration and pricing decisions. We provide real-world case studies the demonstrate the impact of the technology on supply chain and business performance.
Lecture recordings will be available within a week after the class
Lecture recordings will be provided till 4th May 2025
Learn decision making techniques through exhaustive case studies
Perform Real-time Simulation to build and optimize global supply chains
Lecture slides and supplementary material after each session
Comprehend the concepts of Deep Neural Network, GPT-3, and GPT-3.5 and their applications in the field of Supply Chain Management.
Understand the potential of Generative AI in enhancing Demand Forecasting and Inventory Management processes.
Conduct a thorough case study analysis focusing on Retail, Consumer Packaged Goods (CPG), and Hi-Tech industries.
Apply Generative AI in Revenue Management using Transformers and LSTM Architectures
A leading expert in Supply Chain Management, Prof. Simchi-Levi is a 2023 National Academy of Engineering inductee and recipient of the 2020 INFORMS Impact Prize.
His book, ‘Designing and Managing the Supply Chain’, is a B-school staple. Founder of LogicTools (acquired by IBM), he has worked with clients like UPS, Caterpillar, and Walgreens.
He is the founder and chairman of LogicTools which provides software solutions and professional services for supply chain optimisation.
He has worked with multiple international companies like Caterpillar, ConAgra, Kraft Foods, Mercer Management, Ryder, SC Johnson, UPS, U.S. Postal Service, Walgreens, etc.,
Profile on MIT website - https://cee.mit.edu/people_individual/david-simchi-levi/
LinkedIn Profile - https://www.linkedin.com/in/david-simchi-levi-3045026/