Forecasting Courses and Certifications

MathWorks

Data-Driven Forecasting for Sustainability

2 ratings

Develop forecasting skills for impactful, data-driven sustainability solutions.

• edX
• 1 week, 4-8 hours a week
• Self-Paced
• Free Online Course (Audit)

Data Analysis in Excel

5298 ratings at DataCamp

Exploring PivotTables You will learn how to extract valuable insights and uncover secrets hidden within your data using the power of PivotTables.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Workforce Planning & Demand Forecasting in Operations

26 ratings at Udemy

Forecast staffing demand, close skills gaps, and align capacity with S&OP using practical models, tools, and KPIs.

• Udemy
• 2 hours
• Self-Paced
• Paid Course

IE University

Predictive Analytics for Business Planning: Time-Series Forecasting

7 ratings at edX

Explore methods of estimating future business outputs based on historical data and gain a holistic view of using predictive analytics in business with IE University.

• edX
• 5 weeks, 2-5 hours a week
• Self-Paced
• Free Certificate

AI-Driven Sales Forecasting and Market Analysis

6 ratings at Udemy

Master AI Sales Forecasting with Time Series, ARIMA, Demand Shaping and Marketing Mix Modeling for Better Decisions

• Udemy
• 7 hours
• Self-Paced
• Paid Course

Time Series Forecasting with LSTMs

Build, evaluate, and optimize LSTM networks for time series forecasting, with hands-on attention to error metrics, regularization, and training stability.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Time Series Forecasting with GRUs

Build and evaluate TensorFlow GRU models for multivariate time series forecasting, including attention-enhanced and CNN-GRU hybrid architectures.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Forecasting & Pipeline Analytics in Power BI

Build governed, forecast-ready sales pipeline dashboards in Power BI. This course equips analysts and BI professionals to model CRM data, write advanced DAX measures, and deliver interactive, role-sec

• edX
• 2 weeks, 5-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Time Series Forecasting with Python

This project-based course will teach you how to build a tool that predicts demand for Airbnb properties in New York and become a Business Data Analyst.

• Zero To Mastery
• 10 hours
• Self-Paced
• Paid Course

Time Series Forecasting with LSTMs

Build, evaluate, and optimize PyTorch LSTM models for time series forecasting, including sequence-shape handling, error metrics, regularization, and early stopping.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Time Series Forecasting with GRUs

Build and evaluate PyTorch GRU models for multivariate time-series forecasting, including bidirectional, attention-enhanced, and hybrid CNN-GRU architectures.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Feature Engineering for Time Series Forecasting

Create lag, window, trend and seasonality features from time series — Fourier terms, calendar holidays, encodings — then forecast with regression models using direct and recursive strategies.

• Train in Data
• Self-Paced
• Paid Course

Forecasting and Aligning AI - Jacob Steinhardt

Modern ML systems sometimes undergo qualitative shifts in behavior simply by “scaling up” the number of parameters and training examples. Given this, how can we extrapolate the behavior of future ML systems and ensure that they behave safely and are alig…

• YouTube
• 55 minutes
• Self-Paced
• Free Online Course

NPTEL;  IIT Kanpur

Linear Regression Analysis and Forecasting

1 rating

The accuracy of forecasting depends upon the goodness of obtained model. What are the steps and checks required to obtain a good model and in turn, how to do forecasting is being aimed to be taught in this course.

• YouTube
• 12 hours
• Self-Paced
• Free Video

Statistical Techniques in Tableau

682 ratings at DataCamp

Use Built-in Statistical Functions Take your reporting skills to the next level with Tableau’s built-in statistical functions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available