Introduction to Vertex Forecasting and Time Series in Practice

About this course

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.

What you will learn

• Understand the key concepts and the applications of a sequence model, time series, and forecasting.
• Identify the options to develop a forecasting model on Google Cloud.
• Describe the workflow to develop a forecasting model by using Vertex AI.
• Build a forecasting solution from end-to-end using a retail dataset.