Introduction to Vertex Forecasting and Time Series

This course is an introduction to building forecasting solutions with Google Cloud. You start with sequence models and time series foundations. You then walk through an end-to-end workflow: from data preparation to model development and deployment with Vertex AI. Finally, you learn the lessons and tips from a retail use case and apply the knowledge by building your own forecasting models

• Understand key concepts and applications of sequence models, time series, and forecasting
• Identify options to develop forecasting models on Google Cloud
• Describe the workflow for developing forecasting models using Vertex AI
• Build an end-to-end forecasting solution using retail data

• Prior hands-on experience with core concepts covered in this course
• Comfort applying main tools or methods independently