Course
Skills Expanded
Introduction to Vertex Forecasting and Time Series in Practice
This course is an introduction to building forecasting solutions with Google Cloud.
What you'll learn
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.
Table of contents
Introduction
3mins
Time series and forecasting fundamentals
25mins
Forecasting options on Google Cloud
26mins
Data preparation
23mins
Model training
24mins
Model evaluation
18mins
Model deployment
13mins
Model monitoring
12mins
Vertex forecasting in retail
26mins
Summary
9mins
