Vertex AI Training Course
Vertex AI is a Google Cloud environment for completing machine learning tasks from experimentation, to deployment, to managing and monitoring models. It is a scalable infrastructure that provides user management capabilities and security controls over machine learning projects.
This instructor-led, live training (online or onsite) is aimed at beginner to intermediate-level software engineers or anyone who wish to learn how to use Vertex AI to perform and complete machine learning activities.
By the end of this training, participants will be able to:
- Understand how Vertex AI works and use it as a machine learning platform.
- Learn about machine learning and NLP concepts.
- Know how to train and deploy machine learning models using Vertex AI.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Introduction
Overview of Vertex AI
Understanding AI Concepts
Setting up the Vertex AI Environment
Regression and Classification Concepts in Vertex AI
NLP Concepts in Vertex AI
Setting up a Containerize Training Code
Running a Training Job on Vertex AI
Deploying a Model Endpoint
Troubleshooting
Summary and Next Steps
Requirements
- Knowledge of machine learning
Audience
- Software engineers
- Machine learning enthusiasts
Open Training Courses require 5+ participants.
Vertex AI Training Course - Booking
Vertex AI Training Course - Enquiry
Upcoming Courses
Related Courses
AI Workflow Automation with Google AI Studio
14 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at intermediate-level participants who wish to explore workflow automation with Google AI Studio, leveraging its tools to create, optimize, and manage efficient automated processes.
By the end of this training, participants will be able to:
- Understand the core features of Google AI Studio for workflow automation.
- Set up and integrate Google AI Studio with other tools.
- Design and execute AI-driven workflows.
- Implement conditional logic for smarter automation.
- Monitor and optimize automated workflows for efficiency.
Custom AI Solutions with Google Vertex AI
14 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at intermediate-level developers, data scientists, and tech professionals who wish to leverage Google Vertex AI for creating and deploying custom AI models.
By the end of this training, participants will be able to:
- Understand the capabilities and features of Google Vertex AI.
- Set up and configure the Google Vertex AI environment.
- Develop and train custom AI models using Vertex AI.
- Deploy and manage AI models on Google Cloud Platform.
- Utilize Vertex AI's tools for monitoring and optimizing model performance.
- Implement best practices for AI model development and deployment.
Introduction to Google Gemini AI
14 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at beginner-level to intermediate-level developers who wish to integrate AI functionalities into their applications using Google Gemini AI.
By the end of this training, participants will be able to:
- Understand the fundamentals of large language models.
- Set up and use Google Gemini AI for various AI tasks.
- Implement text-to-text and image-to-text transformations.
- Build basic AI-driven applications.
- Explore advanced features and customization options in Google Gemini AI.
Google Gemini AI for Content Creation
14 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at intermediate-level content creators who wish to utilize Google Gemini AI to enhance their content quality and efficiency.
By the end of this training, participants will be able to:
- Understand the role of AI in content creation.
- Set up and use Google Gemini AI to generate and optimize content.
- Apply text-to-text transformations to produce creative and original content.
- Implement SEO strategies using AI-driven insights.
- Analyze content performance and adapt strategies using Gemini AI.
Google Gemini AI for Transformative Customer Service
14 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at intermediate-level customer service professionals who wish to implement Google Gemini AI in their customer service operations.
By the end of this training, participants will be able to:
- Understand the impact of AI on customer service.
- Set up Google Gemini AI to automate and personalize customer interactions.
- Utilize text-to-text and image-to-text transformations to improve service efficiency.
- Develop AI-driven strategies for real-time customer feedback analysis.
- Explore advanced features to create a seamless customer service experience.
Google Gemini AI for Data Analysis
21 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at beginner-level to intermediate-level data analysts and business professionals who wish to perform complex data analysis tasks more intuitively across various industries using Google Gemini AI.
By the end of this training, participants will be able to:
- Understand the fundamentals of Google Gemini AI.
- Connect various data sources to Gemini AI.
- Explore data using natural language queries.
- Analyze data patterns and derive insights.
- Create compelling data visualizations.
- Communicate data-driven insights effectively.
Google AI Studio for Advanced AI Solutions
21 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at advanced-level AI developers, machine learning engineers, and data scientists who wish to use Google AI Studio to develop, optimize, and deploy cutting-edge AI solutions.
By the end of this training, participants will be able to:
- Navigate the Google AI Studio interface and understand its key components.
- Prepare data for AI projects using Google AI Studio’s integrated tools.
- Train, evaluate, and fine-tune machine learning models using AutoML and custom training features.
- Deploy AI models as scalable, production-ready services.
- Integrate Google AI APIs into applications to extend AI capabilities.
- Leverage Explainable AI (XAI) tools for transparent and ethical AI practices.
- Monitor and optimize AI models for performance and reliability.
Google AI Studio Essentials: Building AI Models with Ease
14 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at beginner-level data analysts, business users, and product managers who wish to learn the basics of building and utilizing AI models with minimal coding using Google AI Studio.
By the end of this training, participants will be able to:
- Understand the fundamentals of AI and machine learning concepts.
- Navigate and utilize Google AI Studio's interface and tools.
- Create AI models using pre-built templates and datasets.
- Train and evaluate models with easy-to-follow workflows.
- Deploy AI models for real-world applications.
Integrating Google AI Studio with Business Applications
14 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at intermediate-level IT managers, business application developers, and system integrators who wish to integrate Google AI Studio's capabilities with their business applications.
By the end of this training, participants will be able to:
- Understand the key features and capabilities of Google AI Studio for business integration.
- Explore and connect AI Studio with business applications via APIs.
- Customize AI models for specific business use cases.
- Set up workflows that integrate AI predictions into business processes.
- Deploy AI-driven insights and automation within enterprise applications.
- Troubleshoot and optimize integrations for scalability and efficiency.
Intermediate Gemini AI for Public Sector Professionals
16 HoursThis instructor-led, live training in Egypt (online or onsite) is aimed at intermediate-level public sector professionals who wish to use Gemini to generate high-quality content, assist with research, and improve productivity through more advanced AI interactions.
By the end of this training, participants will be able to:
- Craft more effective and tailored prompts for specific use cases.
- Generate original and creative content using Gemini.
- Summarize and compare complex information with precision.
- Use Gemini for brainstorming, planning, and organizing ideas efficiently.