SKILL BENCHMARK

Leveraging OpenAI APIs Competency (Intermediate Level)

  • 16m
  • 16 questions
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The Leveraging OpenAI APIs Competency (Intermediate Level) benchmark evaluates your knowledge of using advanced OpenAI features to manipulate text, images, and audio. You will be assessed on your ability to use code generation, embeddings, and fine-tuning to solve real-world problems. Learners who score high on this benchmark demonstrate that they have the skills necessary to use advanced OpenAI API features.

Topics covered

  • apply fine-tuning and sentiment analysis to separate by categories
  • create similarity measurements and apply classifications to text
  • describe advanced text generation features to generate stories, do completions, and handle longer inputs
  • describe the benefits, features, and capabilities of OpenAI's code generation and completion application programming interface (API)
  • describe the process of converting text into speech with OpenAI and adjusting parameters to control the output
  • outline how to use OpenAI prompts to help improve audio and speech translation
  • outline the process of using OpenAI Contrastive Language-Image Pre-Training (CLIP) for object recognition
  • use advanced text generation features to do more complex completions and handle longer input situations
  • use an image mask to modify a part of an image
  • use embeddings to handle relatedness in terms of clustering and making recommendations
  • use fine-tuning to create a custom classification feature
  • use fine-tuning to customize a chatbot to handle specific scenarios or questions
  • use OpenAI to find libraries to solve problems, add comments to code, or rewrite code
  • use OpenAI to generate an image based on a textual description
  • use speech recognition to transcribe audio with OpenAI
  • work with the sentiment analysis API to get feedback about the tone of text