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Vertex AI Search for Retail Specialization

A comprehensive and practical specialization that equips learners with essential skills to build and deploy AI-driven retail search solutions using Vertex AI.

access

Lifetime

level

Medium

certificate

Certificate of completion

language

English

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What you will learn in Vertex AI Search for Retail Specialization Course

  • Implement and configure Vertex AI Search for Retail to enhance retail search capabilities.

  • Build data pipelines using Apache Beam and Dataflow for efficient data processing.

  • Ingest and manage product catalog and user event data for search and recommendation models.

  • Design and deploy machine learning models tailored for retail search applications.

Program Overview

 Serverless Data Processing with Dataflow: Foundations
⏳  3 hours

  • Introduction to Apache Beam and its integration with Dataflow.

  • Understanding the Beam Portability framework and its benefits.

  • Implementing security models within Dataflow pipelines.

 

  Vertex AI Search for Commerce
⏳  5 hours

  • Overview of the Vertex AI Search for Commerce workflow.

  • Hands-on experience with data ingestion methods for product catalogs and user events.

  • Evaluation and selection of appropriate data ingestion strategies.

 

  Serverless Data Processing with Dataflow: Develop Pipelines
⏳  27 hours

  • Review of core streaming concepts and Apache Beam principles.

  • Selection and tuning of I/O for Dataflow pipelines.

  • Utilization of schemas to enhance Beam code performance.

 

 Serverless Data Processing with Dataflow: Operations
⏳  9 hours

  • Monitoring, troubleshooting, and testing of Dataflow pipelines.

  • Deployment strategies to ensure pipeline stability and reliability.

  • Implementation of CI/CD practices for Dataflow pipelines.

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Job Outlook

  • Proficiency in Vertex AI Search for Retail is valuable for roles such as Machine Learning Engineer, Data Engineer, and Retail Solutions Architect.
  • Skills acquired in this specialization are applicable across various industries, especially in e-commerce and retail sectors.
  • Completing this specialization can enhance your qualifications for positions that require expertise in building and deploying AI-driven retail search solutions.

9.7Expert Score
Highly Recommended
The "Vertex AI Search for Retail Specialization" offers a comprehensive and practical approach to mastering AI-driven retail search solutions. It's particularly beneficial for individuals seeking to build or advance their careers in AI and retail technology.
Value
9.2
Price
9.1
Skills
9.6
Information
9.6
PROS
  • Taught by experienced instructors from Google Cloud.
  • Hands-on assignments and projects to reinforce learning.
  • Applicable to both academic and industry settings.
CONS
  • Some learners may seek more extensive coverage of advanced AI topics.
  • Requires commitment to complete all four courses for certification.

Specification: Vertex AI Search for Retail Specialization

access

Lifetime

level

Medium

certificate

Certificate of completion

language

English

Vertex AI Search for Retail Specialization
Vertex AI Search for Retail Specialization
Course | Career Focused Learning Platform
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