Offered By

Vertex Forecasting and Time Series in Practice

Google Cloud

About this Course

This course is an introduction to building forecasting solutions with Google Cloud. You start with sequence models and time series foundations. You then walk through an end-to-end workflow: from data preparation to model development and deployment with Vertex AI. Finally, you learn the lessons and tips from a retail use case and apply the knowledge by building your own forecasting models.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

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Advanced Level

Approx. 14 hours to complete

English

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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 end-to-end workflow to develop a forecasting model by using Vertex AI.
Build a forecasting solution from end-to-end using a retail dataset.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

Learn more about Coursera Labs

Advanced Level

Approx. 14 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructor

Google Cloud Training

1,919,707 Learners

1,035 Courses

Offered by

Google Cloud

We help millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.

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Syllabus - What you will learn from this course

Week1

Week 1

1 hour to complete

Introduction

1 hour to complete

1 video (Total 2 min), 1 reading

1 hour to complete

Time series and forecasting fundamentals

1 hour to complete

6 videos (Total 27 min), 1 reading, 1 quiz

1 hour to complete

Forecasting options on Google Cloud

1 hour to complete

6 videos (Total 25 min), 1 reading, 1 quiz

Week2

Week 2

1 hour to complete

Data preparation

1 hour to complete

6 videos (Total 22 min), 1 reading, 1 quiz

3 hours to complete

Model training

3 hours to complete

7 videos (Total 25 min), 1 reading, 2 quizzes

1 hour to complete

Model evaluation

1 hour to complete

6 videos (Total 17 min), 1 reading, 1 quiz

Week3

Week 3

1 hour to complete

Model deployment

1 hour to complete

5 videos (Total 13 min), 1 reading, 1 quiz

4 hours to complete

Model monitoring

4 hours to complete

6 videos (Total 13 min), 1 reading, 2 quizzes

1 hour to complete

Vertex forecasting in retail

1 hour to complete

7 videos (Total 26 min), 1 reading, 1 quiz

1 hour to complete

Summary

1 hour to complete

1 video (Total 8 min), 1 reading

Frequently Asked Questions

Can I preview a course before enrolling?
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
What will I get when I enroll?
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
When will I receive my Course Certificate?
If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.
Why can’t I audit this course?
This course is one of a few offered on Coursera that are currently available only to learners who have paid or received financial aid, when available.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

More questions? Visit the Learner Help Center.

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Vertex Forecasting and Time Series in Practice

Vertex Forecasting and Time Series in Practice

About this Course

What you will learn