SKILL BENCHMARK
AI for Data Scientists Competency (Intermediate Level)
- 20m
- 12 questions
The AI for Data Analysts Competency (Intermediate Level) benchmark evaluates your familiarity with a comprehensive set of prompting techniques used for work and daily life. You will be assessed on your ability to improve the performance of generative AI models using a variety of prompting techniques. You will then be able to apply prompt engineering for various use cases and also estashbliing models with Google Vertex AI. Learners who score high on this benchmark demonstrate that they have the skills to apply prompt engineering techniques in various use cases.
Topics covered
- identify types of prompts
- outline the features and uses of the Vertex AI application programming interface (API)
- perform code debugging
- provide an overview of generative artificial intelligence (GenAI) support in Vertex AI
- provide an overview of how to craft prompts
- provide an overview of Vertex AI Model Garden
- use code conversion and explanation prompts
- use code generation prompts
- use data generation prompts
- use extraction prompts
- use mathematical and reasoning prompts
- use zero-shot and few-shot prompts
