Google Cloud
Vertex AI Search for Retail Specialization
Google Cloud

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.

Sponsored by PKO BP

Get in-depth knowledge of a subject
4.9

(7 reviews)

Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.9

(7 reviews)

Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

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

Details to know

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Taught in English
Recently updated!

August 2024

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Specialization - 5 course series

Google Cloud Big Data and Machine Learning Fundamentals

Course 19 hours4.6 (16,157 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: Cloud Computing
Category: Google Cloud Platform
Category: Dataflow
Category: Data Processing
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Machine Learning
Category: Applied Machine Learning
Category: Data Pipelines
Category: Machine Learning Software
Category: Real Time Data
Category: Data Engineering
Category: Data Integration
Category: Cloud Infrastructure
Category: Extract, Transform, Load
Category: Big Data
Category: Looker (Software)
Category: Databases
Category: Analytics
Category: Data Architecture
Category: Artificial Intelligence

Serverless Data Processing with Dataflow: Foundations

Course 23 hours4.1 (84 ratings)

What you'll learn

Skills you'll gain

Category: Dataflow
Category: Data Pipelines
Category: Data Processing
Category: Public Cloud
Category: Cloud Services
Category: Cloud Computing
Category: Cloud Platforms
Category: Google Cloud Platform
Category: Data Architecture
Category: Data Engineering
Category: Cloud Solutions
Category: Data Security
Category: Multi-Cloud
Category: Serverless Computing
Category: Cloud Applications
Category: Data Storage
Category: Cloud Security
Category: Cloud Development
Category: Cloud Infrastructure
Category: Cloud Management

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

Skills you'll gain

Category: MLOps (Machine Learning Operations)
Category: Public Cloud
Category: Cloud Services
Category: Google Cloud Platform
Category: Cloud Platforms
Category: Retail Management
Category: Cloud Computing
Category: Retail Store Operations
Category: Computer Science
Category: Application Programming Interface (API)
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Cloud Development
Category: Cloud-Based Integration
Category: Cloud API
Category: Cloud Applications

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

Skills you'll gain

Category: Data Pipelines
Category: Dataflow
Category: Data Processing
Category: Real Time Data
Category: Data Management
Category: Data Engineering
Category: Data Integration
Category: Cloud Platforms
Category: Cloud Computing
Category: Public Cloud
Category: Google Cloud Platform
Category: Cloud Services
Category: Big Data
Category: Data Architecture
Category: Extract, Transform, Load
Category: Databases
Category: Information Management
Category: Data Storage

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

Skills you'll gain

Category: Real Time Data
Category: Data Pipelines
Category: Dataflow
Category: Data Engineering
Category: DevOps
Category: CI/CD
Category: Data Integration
Category: Continuous Delivery
Category: Continuous Deployment
Category: Site Reliability Engineering
Category: Continuous Integration
Category: Application Performance Management
Category: Extract, Transform, Load
Category: Cloud Development
Category: Cloud Applications
Category: Cloud-Based Integration
Category: System Monitoring
Category: Software Testing
Category: Cloud API
Category: Software Development

Instructor

Google Cloud Training
Google Cloud
1,711 Courses2,852,119 learners

Offered by

Google Cloud

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