Fundamentals of Machine Learning for Supply Chain

About this course

This course will teach you how to leverage the power of Python to understand complicated supply chain datasets. Even if you are not familiar with supply chain fundamentals, the rich data sets that we will use as a canvas will help orient you with several Pythonic tools and best practices for exploratory data analysis (EDA). As such, though all datasets are geared towards supply chain minded professionals, the lessons are easily generalizable to other use cases.

What you will learn

• L​earn to merge, clean, and manipulate data using Python libraries such as Numpy and Pandas
• G​ain familiarity with the basic and advaned Python functonalities such as importing and using modules, list compreohensions, and lambda functions.
• S​olve a supply chain cost optimization problem using Linear Programming with Pulp