Demand Forecasting Courses and Certifications

Demand Forecasting KPIs for Supply Chain Planning

429 ratings at Udemy

How to use forecasting metrics to evaluate forecasts?

• Udemy
• 1 hour 5 minutes
• On-Demand
• Paid Course

Databricks

Intermittent Demand Forecasting at Scale Using Meta-Modeling - Deep Auto-Regressive Linear Dynamic Systems

Discover Walmart's innovative solution for predicting demand of slow-moving items using meta-modeling, combining linear dynamic systems and deep auto-regressive networks for accurate forecasts across thousands of SKUs and stores.

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

Data Science Conference

AI in Retail - Advancing Promo Demand Forecasting

Discover how AI-driven demand forecasting reduces errors by 2.5x in retail, optimizing promotions, inventory distribution, and supply chain scheduling for enhanced operational efficiency and profitability.

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

Data Science Conference

Demand Forecasting: Accuracy, Stability, Automation

Discover how Zalando creates machine-based demand forecasts, focusing on accuracy, stability, and automation using AWS SageMaker, Databricks, and Airflow for real-world decision-making in e-commerce.

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

Data Science Conference

Container Tracking and Demand Forecasting for Bosch Tools Supply Chain Operations

Discover how BOSCH Power Tools leverages neural forecasting models in AWS cloud to optimize demand forecasting, reduce inventory costs, and enhance supply chain stability for millions of product time series.

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

Data Science Conference

Use Case in Demand Forecasting at Fortenova Group DataLab

Discover how DataLab implements demand forecasting at Konzum and Mercator, from cloud data migration to modeling and industrialization, while exploring the evolution of this data analytics center of excellence.

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

Forecasting Product Demand in R

Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Supply Chain Fundamentals.

14 reviews

Learn fundamental concepts for logistics and supply chain management from both analytical and practical perspectives – part of the MITx MicroMasters Credential in Supply Chain Management.

• edX
• 13 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Roorkee

Supply Chain Analytics

24 reviews

Learn to optimize supply chains using analytics, forecasting, inventory management, network design, and decision-making under uncertainty. Gain practical skills for strategic planning and operational efficiency.

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

Demand Forecasting Using Time Series

39 ratings at Coursera

Explore time series analysis for demand forecasting, covering stationarity, trends, autocorrelation, and predictive models like ARIMA. Gain practical skills in Python for effective supply chain management.

• Coursera
• 9 hours 23 minutes
• On-Demand
• Paid Course

ISCEA

Forecasting Techniques for Slow and Rapidly Changing Demand

11 ratings at edX

Learn advanced forecasting techniques for diverse demand patterns, including seasonal, intermittent, and new product demand. Gain skills in machine learning, Lean Six Sigma, and mitigating forecast inaccuracies for improved decision-making.

• edX
• 4 weeks, 2-8 hours a week
• On-Demand
• Free Online Course (Audit)

Demand Forecasting and Inventory Management

Master demand forecasting, inventory control, and order management to optimize supply chain operations and reduce risks through data-driven planning strategies.

• Coursera
• 12 hours 10 minutes
• On-Demand
• Paid Course

Building Demand Forecasting with BigQuery ML

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.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

Applying BigQuery ML's Classification, Regression, and Demand Forecasting for Retail Applications

Learn to predict retail demand, classify customer behavior, and forecast taxi fares using BigQuery ML's advanced features for improved business decision-making and operational efficiency.

• Google Skills
• 4 hours 15 minutes
• On-Demand
• Paid Course

Supply Chain: Demand Planning (Sales Forecasting and S&OP)

7749 ratings at Udemy

S&OP: Generate Unconstrained Demand & Measure Sales Forecast Accuracy

• Udemy
• 1 hour 48 minutes
• On-Demand
• Paid Course