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Using OpenAI API for Natural Language Processing in Python - Free AI-Powered Course
Beginner
1h 30min
Updated 1 month ago
Using OpenAI API for Natural Language Processing in Python
Learn the OpenAI API with Python and NLP by mastering API endpoints, text generation, moderation, embeddings, and Flask integration for real-world tasks.
Join 2.8M developers at
Overview
Content
Reviews
This course introduces OpenAI API and NLP in Python, teaching you how to use the OpenAI API for real-world natural language processing tasks. You’ll begin by exploring the OpenAI API with Python, setting up your account, and learning how to access key endpoints. The completions endpoint will be covered for generating, classifying and transforming text.
The course then covers advanced NLP in Python techniques using other OpenAI endpoints like moderations and embeddings for in-depth text analysis. You’ll practice these methods to efficiently analyze and manipulate text data.
Finally, you will integrate your OpenAI skills with Flask to build interactive, NLP-powered applications. The course emphasizes real-world projects, helping you use OpenAI’s capabilities to solve problems in content generation, text classification, and more. After completing this course, you can apply NLP in Python using OpenAI API to create scalable solutions.
This course introduces OpenAI API and NLP in Python, teaching you how to use the OpenAI API for real-world natural language proc...Show More
WHAT YOU'LL LEARN
Hands-on experience with the OpenAI Python API, including text generation, classification, and transformation
Proficiency in NLP in Python using OpenAI’s endpoints for tasks like moderation and embeddings
The ability to integrate OpenAI Python API into Flask applications for real-world NLP solutions
An understanding of efficiently using various OpenAI API endpoints for chat completions, content insertion, and more
Knowledge of OpenAI Python API to create and deploy scalable NLP-powered applications
Hands-on experience with the OpenAI Python API, including text generation, classification, and transformation
Show more
TAKEAWAY SKILLS
Python
Natural Language Processing
API
Content
14 Lessons
1.
Introduction
3 Lessons
Get familiar with OpenAI API for NLP, covering its endpoints and account setup.
2.
The Completions Endpoint
6 Lessons
Walk through the capabilities of OpenAI's Completions endpoint for text generation, classification, and transformation.
3.
Miscellaneous Endpoints
2 Lessons
Go hands-on with using Moderations and Embeddings endpoints for text analysis and NLP tasks.
4.
APIs Integration in Flask
1 Lessons
Apply your skills to integrate OpenAI API with a Flask application for prompt design.
5.
Conclusion
1 Lessons
Wrap up your OpenAI API journey, apply practical knowledge, and explore more APIs.
6.
Appendix
1 Lessons
See how OpenAI's evolving GPT models enhance task-specific applications and multimodal processing.
Certificate of Completion
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