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Time Series Forecasting with Amazon Forecast

This course will teach you how to work with Amazon Forecast, a managed service that provides accurate future forecasts using machine learning, by preparing data, and training forecasting models.

Beginner
58m
(6)

Created by Ed Freitas

Last Updated Dec 05, 2024

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  • Course

Time Series Forecasting with Amazon Forecast

This course will teach you how to work with Amazon Forecast, a managed service that provides accurate future forecasts using machine learning, by preparing data, and training forecasting models.

Beginner
58m
(6)

Created by Ed Freitas

Last Updated Dec 05, 2024

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This course is included in the libraries shown below:

  • Cloud
  • Data
What you'll learn

Amazon Forecast is a managed service that provides accurate future forecasts using machine learning. In this course, Time Series Forecasting with Amazon Forecast, you will learn to use Amazon Forecast and machine learning technology to create an accurate time series forecast.

First, you will explore the basics of Amazon Forecast, how it works, and how to set it up to be ready for use.

Next, you will explore how to create a target time series dataset, by creating a group dataset and understanding domains and dataset types.

Next, you will learn how to train a predictor, creating and deploying predictor queries, and obtaining and visualizing actual and predicted results in the console.

When finished with this course, you will have the skills and knowledge on how to use Amazon Forecast to create accurate future time series forecasts by using custom model predictors with machine learning algorithms to create forecasts that can be easily reviewed.

Time Series Forecasting with Amazon Forecast
Beginner
58m
(6)
Table of contents

About the author
Ed Freitas - Pluralsight course - Time Series Forecasting with Amazon Forecast
Ed Freitas
55 courses 4.2 author rating 1186 ratings

Eduardo is a technology enthusiast, software architect and customer success advocate. He's designed enterprise .NET solutions that extract, validate and automate critical business processes such as Accounts Payable and Mailroom solutions. He's a well-known specialist in the Enterprise Content Management market segment, specifically focusing on data capture & extraction and document process automation.

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