Introduction to Vertex Forecasting and Time Series in Practice

This course is an introduction to building forecasting solutions with Google Cloud.

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.

• Introduction 2mins
• Time series and forecasting fundamentals 26mins
• Forecasting options on Google Cloud 26mins
• Data preparation 22mins
• Model training 24mins
• Model evaluation 17mins
• Model deployment 13mins
• Model monitoring 13mins
• Vertex forecasting in retail 26mins
• Summary 8mins