Google Vertex AI Training Online

8 Lesson

25 Hours

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Vertex AI Training course covers the fundamentals and advanced concepts of Google Cloud’s Vertex AI platform, enabling you to build, deploy, and scale machine learning models efficiently. Learn to manage datasets, train models, automate workflows, and implement MLOps best practices. Build your skills in model deployment, NLP, computer vision, hyperparameter tuning, prediction pipelines, and AI-driven applications.

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Vertex AI Course Overview

Vertex AI is Google Cloud's end-to-end ML platform and it's reshaping how companies build and ship AI at scale. Vertex AI natively integrates with BigQuery ML, Dataflow, Cloud Storage, and Google's Generative AI models making it the most deeply embedded ML platform in the Google Cloud ecosystem. Our Vertex AI course curriculum is designed by industry experts with over 15 years of experience in AI and cloud technologies. We have successfully trained more than 600 individuals.

Who Should Enroll

Data Scientists
Machine Learning Engineers
AI/ML Developers
Cloud Engineers
MLOps Engineers
Software Developers integrating AI
Data Analysts working with ML models
IT Professionals working on Google Cloud

Prerequisites

Any degree or basic educational qualification required
Basic knowledge of Python and Machine Learning is recommended
Familiarity with Google Cloud Platform (GCP) would be beneficial

What You Will Learn

Build and deploy ML models using Vertex AI
Prepare and manage datasets on Google Cloud
Train custom models and use AutoML
Evaluate and optimize model performance
Deploy models for real-time and batch predictions
Implement MLOps practices with Vertex AI
Apply Vertex AI to NLP, computer vision, and recommendation systems

Job Roles After Vertex AI Training

Machine Learning Engineer
AI/ML Developer
Data Scientist
MLOps Engineer
Cloud AI Engineer
AI Solutions Architect
Deep Learning Engineer
AI Automation Specialist
Data Engineer (AI-focused)
AI Consultant

Key Features

Flexible Schedule
24 X 7 Lifetime Support
100% Job Assistance
Experienced & Professional Trainers
Instructor Led Training: 25 Hrs
1 On 1 Training Option Available
100% Money-Back Guarantee
Get Certified & Get Placed

Vertex AI Course Syllabus

Lesson 1 - Introduction to Vertex AI

1. Overview of Vertex AI

2. Vertex AI ecosystem and components

3. Navigating the Vertex AI interface

4. Integration with Google Cloud services

Lesson 2 - Data Preparation and Management

1. Loading data from Cloud Storage, BigQuery, and NFS

2. Creating and managing datasets in Vertex AI

3. Data preprocessing techniques

4. Splitting data for training, validation, and testing

Lesson 3 - Custom Model Training

1. Implementing custom training code

2. Choosing container images for training jobs

3. Packaging training applications

4. Submitting and monitoring training jobs

5. Distributed training with NVIDIA GPUs

Lesson 4 - AutoML and Prebuilt Models

1. AutoML for image, text, and tabular data

2. Training models using AutoML

3. Evaluating and tuning AutoML models

4. Deploying AutoML models for predictions

Lesson 5 - Model Evaluation and Tuning

1. Evaluating model performance metrics

2. Hyperparameter tuning and optimization

3. Using Vertex AI Model Evaluation tools

4. Monitoring model performance over time

Lesson 6 - Model Deployment and Serving

1. Deploying models to Vertex AI endpoints

2. Configuring real-time and batch predictions

3. Scaling prediction services

4. Model versioning and rollback strategies

Lesson 7 - MLOps and Model Management

1. Introduction to MLOps practices

2. Managing models with Vertex AI Model Registry

3. Implementing CI/CD pipelines for ML

4. Monitoring model drift and retraining strategies

Lesson 8 - Advanced Features and Use Cases

1. Natural Language Processing (NLP) with Vertex AI

2. Computer Vision solutions with Vertex AI

3. Building recommendation systems

4. Integrating Vertex AI with Google Cloud services

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1-800-7430-173 (US Toll Free)

+91 7240740740 (India)

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Google Vertex AI Online Training Fees

Online Class Room Program

US $ 799.00

100% Money Back Guarantee

Duration : 25 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 19 Jul 2026
Weekday Batch 20 Jul 2026
Weekend Batch 25 Jul 2026

Corporate Training

Customized Training Delivery Model
Flexible Training Schedule Options
Industry Experienced Trainers
24x7 Support

Trusted By Top Companies Worldwide

Want to know Today's Offer

Vertex AI Certification

Upon successful completion of the Vertex AI training and hands-on projects, learners will receive a Vertex AI Course Completion Certificate from igmGuru. This certificate validates your knowledge and practical skills in Google Cloud Vertex AI, custom model training, AutoML, MLOps, model deployment, and advanced AI solutions.

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Google Vertex AI Training Online