Introduction to Vertex Forecasting and Time Series in Practice
Completed by Divya Upadhyay
June 18, 2024
15 hours (approximately)
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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: Google Cloud Platform
- Category: Time Series Analysis and Forecasting
- Category: Recurrent Neural Networks (RNNs)
- Category: Applied Machine Learning
- Category: Model Training
- Category: Feature Engineering
- Category: Model Optimization
- Category: Model Evaluation
- Category: Forecasting
- Category: Model Deployment
- Category: Data Preprocessing
- Category: MLOps (Machine Learning Operations)
