Working with the OpenAI API
Start your journey developing AI-powered applications with the OpenAI API. Learn about the functionality that underpins popular AI applications like ChatGPT.
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Course Description
Discover How to Access AI Models from the OpenAI API
Over recent years, OpenAI has emerged as a market leader in creating AI models, such as GPT-4, and releasing them to the wider community through applications like ChatGPT. These models can transform not only the way you work but also the products and services that businesses provide to customers.To begin extracting business value from OpenAI's models, you'll need to learn to work with their Application Programming Interface, or API. Throughout the course, you'll learn to use Python code to send requests to use OpenAI's models.
Solve Real-World Problems Using AI Models
The AI models accessible through the OpenAI API have a wide range of potential applications. In this course, you'll use AI to generate and transform text content, perform sentiment analysis and categorization, create audio transcriptions, build your very own chatbot, and even start automating complex tasks like creating summarized meeting notes from meeting recordings.Begin Developing AI Applications
As AI becomes more accessible to individuals and organizations, the bar for developing AI-driven product features and automations continues to fall. Right now, every organization has the capability to begin using AI to streamline business processes and develop more personalized customer experiences. The OpenAI API provides easy access for software engineers and developers to start integrating AI into new applications and systems.Training 2 or more people?
Get your team access to the full DataCamp platform, including all the features.In the following Tracks
Associate AI Engineer for Developers
Go To TrackDeveloping AI Applications
Go To TrackOpenAI Fundamentals
Go To Track- 1
Introduction to the OpenAI API
FreeHarness the power of AI from OpenAI's models by creating requests to their API with just a few lines of code. Discover the wide range of capabilities available via the OpenAI API. Learn about the best practices for managing API usage across the business by utilizing API organizations.
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OpenAI's Text and Chat Capabilities
OpenAI's GPT series of language models have created headlines the world over. In this chapter, you'll use these models for generating and transforming text content, for classification tasks like categorization and sentiment analysis, and finally, to create your very own AI-powered chatbot!
Generating and transforming text50 xpFind and replace100 xpText summarization100 xpContent generation100 xpSentiment analysis and classification50 xpClassifying text sentiment100 xpCategorizing companies100 xpChat completions with GPT50 xpChat Completions roles100 xpCode explanation100 xpMulti-turn chat completions with GPT50 xpIn-context learning100 xpCreating an AI chatbot100 xp - 3
Going Beyond Text Completions
OpenAI has not only developed models for text generation but also for text moderation and audio transcription and translation. You'll learn to use OpenAI's moderation models to detect violations of their terms of use—a crucial function in user-facing applications. You'll also discover how the Whisper model can be used to transcribe and translate audio from different languages, which has huge applications in automated meeting notes and caption generation.
Text moderation50 xpWhy use text moderation models?100 xpRequesting moderation100 xpExamining moderation category scores50 xpSpeech-to-Text Transcription with Whisper50 xpCreating a podcast transcript100 xpTranscribing a non-English language100 xpSpeech Translation with Whisper50 xpTranslating Portuguese100 xpTranslating with prompts100 xpCombining models50 xpIdentifying audio language100 xpCreating meeting summaries100 xpCongratulations!50 xp
Training 2 or more people?
Get your team access to the full DataCamp platform, including all the features.In the following Tracks
Associate AI Engineer for Developers
Go To TrackDeveloping AI Applications
Go To TrackOpenAI Fundamentals
Go To Trackcollaborators
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prerequisites
Intermediate Python
James ChapmanCurriculum Manager, DataCamp
James is a Curriculum Manager at DataCamp, where he collaborates with experts from industry and academia to create courses on AI, data science, and analytics. He has led nine DataCamp courses on diverse topics in Python, R, AI developer tooling, and Google Sheets. He has a Master's degree in Physics and Astronomy from Durham University, where he specialized in high-redshift quasar detection. In his spare time, he enjoys restoring retro toys and electronics.
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Eduardo OliveiraChief Technology Officer, DataCamp
DataCamp Chief Technology Officer and General Manager of Learning Platform. In my role, I manage the teams focused on building the technology as well as the curriculum that powers DataCamp learners' experience.
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