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Vertex AI Search for Retail

school 7 activities
update Last updated около 1 месяца
person Managed by Google Cloud
With Vertex AI Search for Retail solution (formerly known as Discovery AI), enterprises have the ability to provide Google-quality search, browsing and recommendations on their digital properties, increasing conversions and reducing search abandonment. This learning path guides you through a curated collection of on-demand courses, labs, and skill badges that provide you with real-world, hands-on experience using Google Cloud technologies essential to implementing the Vertex AI Search for retail solution.

In addition to the learning content in this path there are external rescourses including: Vertex AI Search for Retail Overview Video, Retail Search Best Practices, and Recommendations AI Best Practices

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01

Modernizing Retail and Ecommerce Solutions with Google Cloud

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access_time 8 hours
show_chart Introductory

In this course, you will learn about the various services Google Cloud offers for modernizing retail applications and infrastructure. Through a series of lecture content and hands-on labs, you will gain practical experience deploying cutting-edge retail and ecommerce solutions on...

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02

Google Cloud Big Data and Machine Learning Fundamentals

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access_time 5 hours
show_chart Introductory

This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on...

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03

Serverless Data Processing with Dataflow: Foundations

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access_time 2 hours 15 minutes
show_chart Intermediate

This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache...

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04

Vertex AI Search for Retail Agent Builder

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access_time 4 hours 15 minutes
show_chart Advanced

This on-demand course provides partners the skills required to design, deploy, and monitor Vertex AI Search for Retail Agent Builder solutions including retail search and recommendation AI for enterprise customers. Retail Search was previously known as Discovery AI so you...

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05

Serverless Data Processing with Dataflow: Develop Pipelines

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access_time 28 hours 30 minutes
show_chart Advanced

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK. We start with a review of Apache Beam concepts. Next, we discuss processing streaming data using windows,...

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06

Serverless Data Processing with Dataflow: Operations

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access_time 13 hours
show_chart Advanced

In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model. We will examine tools and techniques for troubleshooting and optimizing pipeline performance. We will then review testing, deployment, and reliability best...

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07

Cloud Retail Search Quiz

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access_time 1 hour
show_chart Intermediate

This quiz will test your knowledge of the different components of Cloud Retail Search

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