Alibaba Cloud Certified Associate: Generative AI Engineer (SF)
About This Course
This is a 1-day course that introduces generative AI concepts and Alibaba Cloud technologies. This course will cover the underlying technologies of generative AI used for generating content. In addition, learner will look at model training and optimization, prompt engineering proficiency and be able to recommend suitable generative AI solutions and services provided by Alibaba cloud.
• Understand the principles and underlying technologies of generative AI, including both text and image models, as well as the core foundational models (FMs) used for generating content.
• Craft effective prompts to optimize the output of GenAI models, ensuring improved accuracy and alignment with user expectations.
• Describe and recommend suitable generative AI solutions and services provided by Alibaba Cloud, such as Qwen and Model Studio.
• Understand basic training and fine-tuning processes for generative models and apply advanced techniques such as RAGs and agents to enhance model performance.
What You'll Learn
• Evaluate generative AI model performance by analysing the impact of prompt engineering variations on model outputs against defined quality metrics.
• Analyse AI-generated content for limitations and biases by evaluating the impact of training data quality and model pipeline configurations on output integrity.
• Demonstrate diverse generative AI applications on content transformation and augmentation, by applying knowledge of model algorithms and training data to produce specific functional outputs.
• Identify the ethical and societal impact of AI-generated content by evaluating how the underlying principles and core theories of generative AI influence automated outputs.
Entry Requirements
• The candidate should hold a diploma and have at least 2 years of experience working as a developer/programmer.
• Candidates who do not meet the above requirements will be assessed on case to case basis