Introduction to Vertex Forecasting and Time Series in Practice
Completed by Fredy Davis
April 6, 2025
15 hours (approximately)
Fredy Davis's account is verified. Coursera certifies their successful completion of Introduction to Vertex Forecasting and Time Series in Practice
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.
Skills you will gain
- Category: Recurrent Neural Networks (RNNs)
- Category: Feature Engineering
- Category: Applied Machine Learning
- Category: Model Training
- Category: Time Series Analysis and Forecasting
- Category: Model Deployment
- Category: Data Preprocessing
- Category: MLOps (Machine Learning Operations)
- Category: Continuous Monitoring
- Category: Forecasting
- Category: Cloud Deployment
- Category: Model Optimization
