Machine Learning for Supply Chains

LearnQuest via Coursera Specialization

Coursera Specialization based on 63 ratings

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Overview

This course focuses on applying machine learning techniques to optimize and transform supply chain management. It is designed for professionals and learners who want to leverage data-driven insights to enhance supply chain operations, improve forecasting, reduce costs, and increase overall efficiency. Participants will explore core machine learning concepts tailored to supply chain challenges, including demand forecasting, inventory optimization, logistics planning, and risk management. The course covers the use of predictive models, classification algorithms, and anomaly detection to address real-world problems such...

Syllabus

Course 1: Fundamentals of Machine Learning for Supply Chain- Offered by LearnQuest. This course will teach you how to leverage the power of Python to understand complicated supply chain datasets. Even ... Enroll for free.Course 2: Demand Forecasting Using Time Series- Offered by LearnQuest. This course is the second in a specialization for Machine Learning for Supply Chain Fundamentals. In this course, we ... Enroll for free.Course 3: Advanced AI Techniques for the Supply Chain- Offered by LearnQuest. In this course, well learn about more advanced machine learning methods that are used to tackle problems in the ... Enroll for free.Course 4: Capstone Project: Predicting Safety Stock - Offered by LearnQuest. In this course, we'll make predictions on product usage and calculate optimal safety stock storage. We'll start with ... Enroll for free.