Demand Forecasting Courses and Certifications

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 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

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

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

21 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

Humanitarian Logistics

31 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)

Forecasting Models for Marketing Decisions

78 ratings at Coursera

Develop forecasting models using Excel to predict customer behavior, assess marketing actions, and make data-driven decisions for improved business outcomes and customer value management.

• Coursera
• 11 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Supply Chain Analytics

Integre análise de dados à gestão da cadeia de suprimentos, abordando desde a origem até a venda. Aprenda habilidades concretas para melhorar o desempenho e resolver problemas em várias áreas da cadeia de suprimentos.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 5 courses

Supply Chain Management A-Z: Operations & Logistics Basics

2146 ratings at Udemy

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

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

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

Procurement & Supply Planning tools and techniques.

685 ratings at Udemy

Learn how to Make purchasing strategies ,MRP, forecast, inventory policies and techniques to minimize supply costs.

• Udemy
• 13 hours 58 minutes
• On-Demand
• Paid Course

Microcredential

Machine Learning for Supply Chains

Aprende a usar Python y técnicas avanzadas de IA para analizar datos complejos de la cadena de suministro y predecir el uso de productos, sin requisitos previos específicos.

• Coursera
• 13 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Solve decision problems related to production, stocking, warehouse selection, location, inventory planning, and pricing under dynamic scenarios with resource constraint.

• Coursera
• 24 weeks, 6-8 hours a week
• On-Demand
• Paid Course

Demand Forecasting Using Time Series

29 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
• Free Online Course (Audit)