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AI in Supply Chain & Logistics Certification – MasterStudy.ai

data-science.

πŸš› Why Learn AI for Supply Chain and Logistics?

Supply chains are the backbone of global commerce β€” and AI is now essential to keeping them agile, resilient, and efficient. From demand forecasting to route optimization, companies are using machine learning to reduce costs, avoid disruptions, and deliver faster.

This certification teaches how to apply AI to real-world logistics systems β€” giving you a competitive edge in industries like e-commerce, retail, manufacturing, and global trade.

πŸ‘€ Who Is This Course For?

Supply chain managers & planners

Logistics and operations professionals

Data analysts and engineers

AI developers entering industrial sectors

ERP system consultants

Students in business, engineering, or industrial tech

πŸ›  Tools and Technologies You’ll Learn

Python for logistics scripting and data analysis

Pandas and NumPy for operations data manipulation

Scikit-learn for demand forecasting models

Google OR-Tools for route and delivery optimization

TensorFlow for time-series AI

ERP integrations and supply chain data APIs

Tableau / Power BI for dashboarding

πŸ“š Course Modules

Module 1: The AI-Driven Supply Chain

Key logistics challenges AI solves

AI vs traditional methods

Case studies of smart supply chains (Amazon, DHL, Maersk)

Module 2: Data in the Supply Chain

Types of logistics data (orders, inventory, shipping, delivery)

Real-time data capture with sensors, RFID, and IoT

Cleaning and structuring logistics data

Module 3: Predictive Demand Forecasting

Time-series forecasting with AI

Handling seasonality and promotions

Forecasting tools: Prophet, ARIMA, LSTM

Module 4: Inventory Optimization

Economic Order Quantity (EOQ) models

AI for safety stock levels

Simulation and cost optimization with Python

Module 5: Route Optimization and Delivery Planning

Vehicle Routing Problem (VRP)

Google OR-Tools for route modeling

AI for last-mile delivery and fuel efficiency

Module 6: Warehouse Automation and AI

CV and ML in sorting & picking systems

Predictive maintenance in logistics hubs

Robotics and digital twins in fulfillment

Module 7: Risk Management and Disruption Prediction

AI for weather, strikes, and supplier risk

Early warning systems for inventory disruption

Adaptive planning with reinforcement learning

Module 8: Capstone Project

Choose one:

Build a demand forecasting model for a regional retailer

Create an AI-powered delivery planner with real traffic data

Optimize inventory for a simulated e-commerce company

Predict disruption using public/global logistics datasets

Deliver working code, a use-case report, and dashboards.

🌍 Why Learn with MasterStudy.ai?

MasterStudy.ai gives you more than just a certificate β€” it gives you a career-ready skill set:

Designed by AI & logistics professionals

Study 100% online, at your pace

Learn in English or Arabic

Real projects using real logistics datasets

Stack certifications toward a Professional AI Diploma

Unlike general university courses, we focus on industry needs β€” so your learning has impact.

🚒 Optimize Operations. Predict Demand. Deliver Smarter.

In a world of tight margins and global risks, AI isn’t just helpful β€” it’s required. This course gets you job-ready to lead the future of smart logistics and supply chain planning.

 

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