Demand Forecasting Courses and Certifications

Data Science Festival

To Buy or Not to Buy: Predicting Shopper Behavior in Grocery Retail

Explore demand modeling in grocery retail: forecasting sales, diagnosing performance, and optimizing pricing strategies. Learn key requirements, challenges, and solutions in this high-level overview.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Databricks

Implementing End-to-End Demand Forecasting with Databricks and MLflow

Discover how to implement a scalable demand forecasting solution using Databricks and MLflow, improving retail efficiency and reducing food waste through accurate production and delivery planning.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Forecasting and Demand Planning Essentials

290 ratings at Udemy

Master key forecasting techniques and demand planning processes essential for effective supply chain management and consumer product businesses.

• Udemy
• 1 hour 45 minutes
• On-Demand
• Paid Course

Data Science Festival

AI Demand Forecasting: Building a Scalable Machine Learning System for Thousands of Products

Explore ASOS's journey in building a scalable AI demand forecasting system, addressing challenges in ML modeling, data processing, and integration for improved stock management.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

ML-Based Time Series Regression - Concepts from Demand Forecasting

Explore ML-based time series regression for demand forecasting in retail. Learn to optimize replenishment and pricing using AI for accurate predictions and automated decision-making at scale.

• YouTube
• 2 hours
• On-Demand
• Free Video

Google Cloud Tech

AI in Action with Google Cloud and DataRobot - Demand Forecasting for Pharmacy Distribution

Explore demand forecasting with DataRobot and Google Cloud, leveraging BigQuery data, Gemini LLM, and comprehensive model monitoring for pharmacy distribution.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Data Science Conference

Future-Proofing Your Business with Demand Forecasting

Discover how BE-terna's Alisa AI solution transforms business operations through advanced predictive analytics, optimizing inventory levels and enhancing profitability with accurate demand forecasting.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Databricks

Scaling Demand Forecasting at Nikon - Automating Camera Accessories Sales Planning with Databricks

Discover how Nikon automated camera accessory demand forecasting using Databricks' unified platform, hybrid ML models, and MLflow for scalable global sales planning across thousands of products.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Data Science Conference

AI-Enhanced Demand Forecasting and Supply Chain Planning Platform

Discover how AI and GPT transform supply chain optimization through advanced demand forecasting, inventory management, and user-friendly chatbot integration for improved decision-making.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Supply Chain Management

Discover how effective supply chain management creates competitive advantage through procurement, inventory, warehousing, transportation, and demand forecasting strategies.

• GetSmarter
• 8 weeks, 7 hours a week
• 16th Mar, 2026
• Paid Course

Building Demand Forecasting with BigQuery ML

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will build a time series model to forcast demand of multiple products using BigQuery ML. This lab is based on a blog post and featured in an episode of Cloud OnAir.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Supply Chain Management A-Z: Operations & Logistics Basics

3733 ratings at Udemy

Supply Chain Management Basics: An MBA style course to boost your career as a business operations & logistics manager

• Udemy
• 3 hours 15 minutes
• On-Demand
• Paid Course

Humanitarian Logistics

36 ratings at edX

Learn how humanitarian logistics delivers essential goods and services to save lives, alleviate suffering, and maintain human dignity.

• edX
• 9 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

Certified Supply Chain Professional (CSCP)

1506 ratings at Udemy

Master Global Supply Chain Strategies, Optimize Operations, and Prepare for the CSCP Certification

• Udemy
• 1 day 7 minutes
• On-Demand
• Paid Course

Supply Chain Management Expert | Accredited

1130 ratings at Udemy

Green Supply Chain Management | Ethical Supply Chain Management | Practical Operations Management | Accredited

• Udemy
• 6 hours 28 minutes
• On-Demand
• Paid Course