Vertex AI Search for Retail Specialization

Vertex AI Search for Retail Specialization

Optimizing your retail search capabilities. Learn to implement, configure and use Vertex AI Search for Retail along with the data skills needed to bring it all together.

Taught in English

Instructor: Google Cloud Training

Included with Coursera Plus

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Specialization - 5 course series

Get in-depth knowledge of a subject

Beginner level

Recommended experience

1 month at 10 hours a week

Flexible schedule

Learn at your own pace

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What you'll learn

You will gain skills in optimizing your retail search capabilities with Vertex AI Search for Retail
You will implement, configure and use Vertex AI Search for Retail along with the data skills needed to bring it all together

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

Specialization - 5 course series

Get in-depth knowledge of a subject

Beginner level

Recommended experience

1 month at 10 hours a week

Flexible schedule

Learn at your own pace

View all courses

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

Advance your subject-matter expertise

Learn in-demand skills from university and industry experts
Master a subject or tool with hands-on projects
Develop a deep understanding of key concepts
Earn a career certificate from Google Cloud

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Specialization - 5 course series

This learning path will showcase the skills needed to build dataflows, initial machine learning patterns and utilization of Vertex AI Search for Retail in pursuit of increased retail search potential. The learning path includes courses and labs that will let a learner work in the data space surrounding Vertex AI Search for Retail and then get hands on to practice with the product itself.

Applied Learning Project

Google Cloud Big Data and Machine Learning Fundamentals

Course 19 hours4.7 (16,046 ratings)

What you'll learn

Identify the data-to-AI lifecycle on Google Cloud and the major products of big data and machine learning.
Design streaming pipelines with Dataflow and Pub/Sub and dDesign streaming pipelines with Dataflow and Pub/Sub.
Identify different options to build machine learning solutions on Google Cloud.
Describe a machine learning workflow and the key steps with Vertex AI and build a machine learning pipeline using AutoML.

Skills you'll gain

Category: Tensorflow

Category: Bigquery

Category: Google Cloud Platform

Category: Cloud Computing

Serverless Data Processing with Dataflow: Foundations

Course 23 hours4.2 (78 ratings)

What you'll learn

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 Beam vision and the benefits of the Beam Portability framework. The Beam Portability framework achieves the vision that a developer can use their favorite programming language with their preferred execution backend. We then show you how Dataflow allows you to separate compute and storage while saving money, and how identity, access, and management tools interact with your Dataflow pipelines. Lastly, we look at how to implement the right security model for your use case on Dataflow.

Prerequisites: The Serverless Data Processing with Dataflow course series builds on the concepts covered in the Data Engineering specialization. We recommend the following prerequisite courses: (i)Building batch data pipelines on Google Cloud : covers core Dataflow principles (ii)Building Resilient Streaming Analytics Systems on Google Cloud : covers streaming basics concepts like windowing, triggers, and watermarks >>> By enrolling in this course you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<<

Vertex AI Search for Retail Agent Builder

Course 35 hours

What you'll learn

Describe the Vertex AI Search for Retail workflow
Gain hands on experience with Vertex AI Search for Retail
Gain an understanding of models and processes with Vertex AI Search for Retail
Monitor and troubleshoot common deployment patterns

Serverless Data Processing with Dataflow: Develop Pipelines

Course 431 hours4.1 (39 ratings)

What you'll learn

Review the main Apache Beam concepts covered in the Data Engineering on Google Cloud course
Review core streaming concepts covered in DE (unbounded PCollections, windows, watermarks, and triggers)
Select & tune the I/O of your choice for your Dataflow pipeline
Use schemas to simplify your Beam code & improve the performance of your pipeline

Serverless Data Processing with Dataflow: Operations

Course 59 hours3.6 (17 ratings)

What you'll learn

Perform monitoring, troubleshooting, testing and CI/CD on Dataflow pipelines.
Deploy Dataflow pipelines with reliability in mind to maximize stability for your data processing platform

Instructor

Google Cloud Training

Google Cloud

1,548 Courses2,678,283 learners

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Google Cloud

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Frequently asked questions

8 weeks at 6 hours per week

Foundational level knowledge of BigQuery, Vertex, DataFlows, search design and retail online catalog data

Yes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate, or you can audit it to view the course materials for free. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. Visit your learner dashboard to track your progress.

Vertex AI Search for Retail Specialization

Specialization - 5 course series

What you'll learn

Skills you'll gain

Details to know

Specialization - 5 course series

See how employees at top companies are mastering in-demand skills

Advance your subject-matter expertise

Earn a career certificate

Specialization - 5 course series

Google Cloud Big Data and Machine Learning Fundamentals

What you'll learn

Skills you'll gain

Serverless Data Processing with Dataflow: Foundations

What you'll learn

Vertex AI Search for Retail Agent Builder

What you'll learn

Serverless Data Processing with Dataflow: Develop Pipelines

What you'll learn

Serverless Data Processing with Dataflow: Operations

What you'll learn

Instructor

Offered by

Why people choose Coursera for their career

New to Cloud Computing? Start here.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

How long does it take to complete the Specialization?

What background knowledge is necessary?

Do I need to take the courses in a specific order?

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