Introduction to the OpenAI API

OpenAI API    |    Beginner
  • 14 videos | 1h 16m 35s
  • Includes Assessment
  • Earns a Badge
Rating 3.0 of 1 users Rating 3.0 of 1 users (1)
OpenAI offers an Application Programming Interface (API) that allows users to create, manipulate, and translate text using its available models and endpoints. Understanding how the API works, its limits, and how to effectively use best practices will help you get the most from the interface. In this course, you will explore OpenAI's API, generate an API key, and learn about the impact of social bias and blindness in models. Then, you will discover the ethical usage policy and safety and privacy concerns of OpenAI. Next, you will examine available models and endpoints. You will create a simple text completion, parse a response, troubleshoot common errors, and apply parameters to improve your results. Finally, you will use the language translation API to translate to and from English and identify organizational best practices when using OpenAI to handle scaling, latency, and limits.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe how gpt artificial intelligence (ai) works and outline the capabilities and features of the openai application programming interface (api)
    Use the openai documentation, create an account, and generate an api key
    Describe social bias and blindness in models, how data is used, and the ethical usage policy of openai
    Describe how tokens and models affect the pricing of openai and the soft and hard limits for usage of the models
    Navigate the different ai models
    Describe the different api endpoints and their associated models
  • Create a simple text completion using a model and endpoint
    Parse a response to get results and troubleshoot likely and common errors
    Apply parameters, like temperature, to acquire different or better results
    Identify the features and capabilities of the language translation api
    Use the translation api to translate to and from english
    Identify organizational best practices when using openai to handle scaling, latency, and limits
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 49s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 5m 54s
    After completing this video, you will be able to describe how GPT Artificial Intelligence (AI) works and outline the capabilities and features of the OpenAI Application Programming Interface (API). FREE ACCESS
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    3.  Creating an OpenAI Account and API Key
    5m 34s
    Learn how to use the OpenAI documentation, create an account, and generate an API key. FREE ACCESS
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    4.  Security, Privacy, and Best Practices for Using OpenAI
    6m 38s
    Upon completion of this video, you will be able to describe social bias and blindness in models, how data is used, and the ethical usage policy of OpenAI. FREE ACCESS
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    5.  Tokens, Pricing, and Limits in OpenAI Usage
    6m 36s
    After completing this video, you will be able to describe how tokens and models affect the pricing of OpenAI and the soft and hard limits for usage of the models. FREE ACCESS
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    6.  OpenAI Models
    6m 26s
    Upon completion of this video, you will be able to navigate the different AI models. FREE ACCESS
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    7.  OpenAI API Endpoints
    6m 6s
    After completing this video, you will be able to describe the different API endpoints and their associated models. FREE ACCESS
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    8.  Working with Text Completion
    6m 28s
    In this video, you will learn how to create a simple text completion using a model and endpoint. FREE ACCESS
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    9.  Handling Responses and Errors
    6m 6s
    Find out how to parse a response to get results and troubleshoot likely and common errors. FREE ACCESS
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    10.  Applying Techniques to Improve Results
    6m 10s
    During this video, discover how to apply parameters, like temperature, to acquire different or better results. FREE ACCESS
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    11.  Translation API Features
    5m 48s
    Upon completion of this video, you will be able to identify the features and capabilities of the language translation API. FREE ACCESS
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    12.  Translating to and from English Using the Translation API
    6m 52s
    Discover how to use the translation API to translate to and from English. FREE ACCESS
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    13.  Organization API Usage Best Practices
    6m 16s
    After completing this video, you will be able to identify organizational best practices when using OpenAI to handle scaling, latency, and limits. FREE ACCESS
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    14.  Course Summary
    51s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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