Vertex AI - Google Cloud ML platform
The training focuses on the practical use of the Vertex AI platform to build and deploy machine learning models in the Google Cloud environment. Participants will learn ML automation tools and how to manage the entire lifecycle of models. The program combines workshop sessions with best-practice presentations to get you up and running with the platform quickly.
Issues
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Vertex AI architecture
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AutoML Vision
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AutoML Tables
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AutoML Text
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Pipeline ML
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Model versioning
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Endpoints API
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Performance monitoring
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Cost optimization
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MLOps
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Security
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Scaling up solutions
Benefits
- Effective use of the Vertex AI platform
- Will learn to automate machine learning processes using Google Cloud tools
- Will develop the ability to manage the entire lifecycle of ML models in a production environment
- Will learn methods to optimize the cost and performance of ML solutions
- Will be able to design scalable ML architectures in the cloud
- Will gain the ability to integrate ML solutions with other Google Cloud services
- Will gain knowledge of MLOps best practices
- Will learn how to effectively monitor and maintain models in production
Who is this training for?
Prerequisites
- Basic knowledge of machine learning
- Experience working with Google Cloud
- Knowledge of Python and ML libraries
- DevOps basics
Training program
Platform architecture
- Components and services
- Integration with Google Cloud
- Resource management
- ML automation
- AutoML Vision
AutoML Tables
- AutoML Text
- Customizing models
- Model management
Pipeline ML
- Model versioning
- Performance monitoring
- Model updates
- Production deployments
Endpoints API
- Scaling up solutions
- Cost management
- Security
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the Vertex AI - Google Cloud ML platform training for?
This training is designed for professionals looking to develop skills in vertex ai - google cloud ml platform. Required level: intermediate.
How long is the Vertex AI - Google Cloud ML platform training?
The training lasts 1. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.