- Date
TBC
- Time
09:30 – 17:30
(Total 8 hours)
- Language
Cantonese, Supplemented with English terminology
- Fee
HK$10,000 (Coming Soon)
Course Information
Course Name: Google Cloud Generative AI Fundamentals for Users
Trainer: Zorro Cheng
Certificate: A minimum of 70% attendance rate is required for awarding of a completion certificate
Application Deadline: 7 days before the course
Remark: Please Bring your own laptop (BYOD) to classes.
What Will You Achieve
- Fundamental concepts of generative AI
- Major types of generative AI models and their applications
- Google tools for building generative AI applications and responsible AI principles and practices
Who Is This Course For?
- Individuals interested in learning about generative AI and its applications
Requirement
Be familiar with
- Application Development
- Systems Operations
- Linux Operating systems,
- Data Analytics/Machine Learning
Course Outline
- Learn fundamental concepts like supervised vs unsupervised learning, discriminative vs generative models, and how generative AI works.
- Understand the major generative AI model types like text-to-text, text-to-image, text-to-video, and foundation models.
- See examples of generative AI applications like code generation, content creation, task automation, and conversational agents.
- Discover Google tools to build generative AI applications without coding like Generative AI Studio, Generative AI App Builder, and PaLM API.
- Learn what generative AI is and how it works, including key concepts like large language models, training data, and prompts.
- Understand the major types of generative AI models like text-to-text, text-to-image, text-to-video, and foundation models.
- Learn how to control generative model outputs through careful prompt design.
- Discover generative AI applications like creative content generation, task automation, and code generation.
- Understand why Google has put AI principles in place.
- Identify the need for a responsible AI practice within an organization.
- Recognize that decisions made at all stages of a project have an impact on responsible AI.
- Recognize that organizations can design AI to fit their own business needs and values.
- Earn a skill badge by completing the Introduction to Generative AI, Introduction to Large Language Models and Introduction to Responsible AI courses. By passing the final quiz, you’ll demonstrate your understanding of foundational concepts in generative AI skill badge
- Introduce diffusion models
- Understand the theory behind diffusion modelsMaster how to train and deploy diffusion models on Vertex AI.
