Technologies / Artificial Intelligence

Google Cloud AutoML - machine learning in the cloud

The training focuses on the practical use of the Google Cloud AutoML platform for creating and implementing machine learning models. Participants will learn about the platform's capabilities for automating ML processes, from data preparation to model deployment. The program includes working with different data types and use cases, with a focus on integration with the Google Cloud ecosystem.

Issues

Google Cloud AutoML Platform
Data preparation
Training models
Evaluation of results
Implementing models
Performance monitoring
Cost optimization
Scaling up solutions
Integration with Google Cloud
Data security
Version management
Usage scenarios

Benefits

Practical knowledge to independently use Google Cloud AutoML in ML projects
How to effectively prepare and implement machine learning models in a cloud environment
Will learn methods to optimize the cost and performance of AutoML solutions
Will be able to integrate AutoML models with other Google Cloud services
Will gain the ability to monitor and manage deployed models
Will develop the ability to select appropriate AutoML solutions for specific use cases

Who is this training for?

Cloud application developers

Data Scientists working in Google Cloud environment

ML engineers looking for cloud solutions

Data analysts looking to leverage AutoML's capabilities

Architects of cloud solutions

Cloud ML deployment specialists

Prerequisites

Basic knowledge of machine learning
General knowledge of cloud services
Experience in working with data
Understanding ML processes

Training program

Platform architecture
Preparation of the environment
Resource management
Working with models
Data preparation and import

Evaluation of results

Implementation and integration
Deployment of models
Endpoint configuration
Performance monitoring
Version management

Cost optimization
Scaling up solutions

Usage scenarios

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 Google Cloud AutoML - machine learning in the cloud training for?

This training is designed for professionals looking to develop skills in google cloud automl - machine learning in the cloud. Required level: intermediate.

How long is the Google Cloud AutoML - machine learning in the cloud 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.