Harnessing Google Vertex AI

Harnessing Google Vertex AI

Google Vertex AI is a cloud-based platform that allows developers and data scientists to build, train, and deploy machine learning models quickly. It provides integrated tools for data preparation, model training, evaluation, and deployment, making AI development simpler and more accessible.

This certification prepares individuals to manage end-to-end AI projects, including data handling, model building, and production deployment. Candidates learn to streamline AI workflows, implement scalable models, and apply machine learning techniques effectively in real-world business and technical scenarios.

Who should take the Exam?

This exam is ideal for:

• Data Scientists
• Machine Learning Engineers
• AI Developers
• Cloud Solutions Architects
• Data Analysts with AI interest
• Software Developers working with AI/ML
• Research Engineers in AI
• IT Professionals transitioning to AI roles
• Business Intelligence Professionals
• Students interested in AI and ML careers

Skills Required

• Basic understanding of machine learning concepts
• Familiarity with Python or other programming languages
• Knowledge of cloud computing, especially Google Cloud Platform
• Understanding of datasets, model training, and evaluation
• Basic knowledge of AI/ML lifecycle

Course Outline

Domain 1 - Introduction to Google Vertex AI

Domain 2 - Data Preparation and Management

Domain 3 - Model Training and Evaluation

Domain 4 - Deployment and Serving

Domain 5 - Pipelines and Workflow Automation

Domain 6 - MLOps and Model Monitoring

Domain 7 - Using Pre-Built AI Services

Domain 8 - Security and Best Practices