How to build forecasting models with Vertex AI

Опубликовано 23 июля 2021, 16:00

Forecasting data preparation best practices → goo.gle/3zLjcrR
Codelab → goo.gle/3xZpyCe
Preparing Tabular Data: Forecasting → goo.gle/2UHs7u9

Wouldn’t it be neat to predict the future? In this episode of AI Simplified, we’ll learn about forecasting models, what they are, the types of forecasting datasets, the algorithms used for forecasting, and how to train forecasting models in Vertex AI.

Chapters:
0:00 - Intro
0:53 - Univariate vs Multivariate
2:22 - Forecasting Algorithms
3:18 - Why Deep Learning Methods for forecasting?
3:50 - How does Vertex Forecast work?
4:56 - Vertex Forecast Demo
10:07 - Summary

Training an AutoML model: Forecasting →
goo.gle/3kK4eg6
Getting batch predictions: Forecasting →
goo.gle/3zvB6gZ
Vertex AI: Pricing → goo.gle/3ixYDH8

Watch more episodes of Getting Started with Vertex AI → goo.gle/AISimplified
Subscribe to Google Cloud Tech → goo.gle/GoogleCloudTech
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product: Cloud - AI and Machine Learning - AI building blocks, Cloud - AI and Machine Learning - AI Platform Notebooks; fullname: Priyanka Vergadia; re_ty: Publish;