Time Series Forecasting with Amazon Forecast

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Eduardo Freitas

59:23

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01 Course Overview

01 COU.MP4

02:10

02 Getting Started with Amazon Forecast

02 INT.MP4

01:57

03 AMA.MP4

02:48

04 AMA.MP4

04:18

05 HOW.MP4

03:50

06 FOR.MP4

04:38

07 DEM.MP4

03:30

08 SUM.MP4

00:51

03 Preparing Data for Amazon Forecast

09 INT.MP4

01:01

10 UND.MP4

02:50

11 DAT.MP4

01:42

12 CRE.MP4

01:33

13 ALG.MP4

02:58

14 EVA.MP4

02:19

15 BUI.MP4

02:18

16 DEM.MP4

07:19

17 DEM.MP4

03:35

18 SUM.MP4

00:42

04 Evaluating a Forecast

19 INT.MP4

00:43

20 EVA.MP4

01:40

21 COM.MP4

01:33

22 DEM.MP4

04:10

23 SUM.MP4

00:58

Description

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.

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.

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Time Series Analysis

Eduardo Freitas

Instructor's Courses

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 for all types of organizations. He's designed and supported production systems for global names such as Coca Cola, Enel, Pirelli, Fiat-Chrysler, Xerox and many others. He's a well-known specialist in the Enterprise Content Management market segment, specifically focusing on data capture & extraction and document process automation. He designed a supplier invoice processing system for Agfa that achieved 50% straight-through processing (50% of invoices extracted from paper, validated and exported into SAP without any human validation). He's also loves to write about cutting-edge technologies. He loves helping customers succeed. In his free time, he enjoys spending time with his family and being outdoors. He loves running and sports.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.