Advanced AI Techniques for the Supply Chain

Level:All Levels
Category:Supply Chain
InstructorRajvir Dua
Start Free Course
Course description
In this course, we’ll learn about more advanced machine learning methods that are used to tackle problems in the supply chain. We’ll start with an overview of the different ML paradigms (regression/classification) and where the latest models fit into these breakdowns. Then, we’ll dive deeper into some of the specific techniques and use cases such as using neural networks to predict product demand and random forests to classify products. An important part to using these models is understanding their assumptions and required preprocessing steps. We’ll end with a project incorporating advanced techniques with an image classification problem to find faulty products coming out of a machine.
Meet your instructors:
Rajvir Dua photo
Rajvir Dua
Head of Data Science, Machine Learning Solutions
Neelesh Tiruviluamala photo
Neelesh Tiruviluamala
Co-founder and CEO, Machine Learning Solutions